{"meta":{"query_hash":"f58144b8e2b6","filters":{"venue":"Le climatoscope"},"cohort_total":45,"direct_labels_cover":0,"predictions_cover":45,"exported":45,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f58144b8e2b6","api":"https://metacan.xera.ac/api/v1/cohort?venue=%C2%98Le+%C2%9Cclimatoscope"},"results":[{"id":"W3012478295","doi":"10.17118/11143/18886","title":"Du réchauffement aux conséquences écologiques : s’adapter, migrer ou disparaître","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"cons; Adapter (computing); Computer science; Operating system; Programming language","score_opus":0.02055092785384009,"score_gpt":0.25244405993844565,"score_spread":0.23189313208460557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012478295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77805763,0.012434922,0.0000065177637,0.1754828,0.0019273255,0.0011600249,0.000078829704,0.00014265254,0.03070928],"genre_scores_gemma":[0.81979024,0.009443793,0.00045397066,0.0019555497,0.00073069445,0.00009478146,0.00020177216,0.0000065991717,0.16732259],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99615586,0.00034707118,0.00062449725,0.0008963493,0.00070729555,0.001268934],"domain_scores_gemma":[0.99859196,0.00032205877,0.00022653534,0.00018636619,0.0002842126,0.0003888594],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006016804,0.0005444794,0.0006283991,0.000038282662,0.000600593,0.00036414372,0.00089410134,0.00048639867,0.017690485],"category_scores_gemma":[0.00005681716,0.00021732262,0.00026807495,0.0005939924,0.0004471882,0.0005613897,0.00053788663,0.0005003421,0.009876074],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013855392,0.0014467117,0.4228767,0.00035890314,0.00028046098,0.00019106317,0.0006966821,0.0000181913,0.031551026,0.11457555,0.37224108,0.055625103],"study_design_scores_gemma":[0.0006040467,0.0012237246,0.2246439,0.0004955588,0.000046555426,0.000060478225,0.0037669067,0.00013032794,0.0054382295,0.00274783,0.7598928,0.00094963476],"about_ca_topic_score_codex":0.0044715074,"about_ca_topic_score_gemma":0.0023260298,"teacher_disagreement_score":0.3876517,"about_ca_system_score_codex":0.00012535925,"about_ca_system_score_gemma":0.00018825292,"threshold_uncertainty_score":0.99089485},"labels":[],"label_agreement":null},{"id":"W3012871452","doi":"10.17118/11143/18902","title":"Urgence climatique et équité sociale : plaidoyer pour une tarification du carbone","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science","score_opus":0.03034561692373754,"score_gpt":0.27440000892504873,"score_spread":0.24405439200131118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012871452","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29422683,0.02232856,0.00051546004,0.1349691,0.008304859,0.0013363417,0.00012862735,0.00026989778,0.53792036],"genre_scores_gemma":[0.9141163,0.01085315,0.00085087324,0.0019461549,0.0013837267,0.00009330921,0.000044973975,0.00006921493,0.07064228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614006,0.00067375775,0.00067982427,0.00069595093,0.00074737123,0.0010630242],"domain_scores_gemma":[0.9981213,0.00042715657,0.00044335084,0.00041484382,0.00032388253,0.00026945135],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014002667,0.0004247732,0.0007073555,0.000082730476,0.0011017937,0.00021574245,0.0005674745,0.00051197933,0.0017822932],"category_scores_gemma":[0.00025560707,0.00047725695,0.00027966627,0.0010564984,0.0009090551,0.00072490587,0.0002093816,0.00052182225,0.0037994487],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002297609,0.0004678498,0.010170002,0.00018636695,0.00013066921,0.000010837005,0.04220655,0.000037960534,0.00097654073,0.88042533,0.061076853,0.004288083],"study_design_scores_gemma":[0.0012209291,0.00016290812,0.0160702,0.0003234028,0.00013494353,0.000003760836,0.023424564,0.0006866533,0.00036579932,0.03126471,0.92525613,0.0010860038],"about_ca_topic_score_codex":0.055250596,"about_ca_topic_score_gemma":0.02770641,"teacher_disagreement_score":0.86417925,"about_ca_system_score_codex":0.00062653876,"about_ca_system_score_gemma":0.0011571484,"threshold_uncertainty_score":0.9997679},"labels":[],"label_agreement":null},{"id":"W3012874721","doi":"10.17118/11143/18881","title":"Évaluation économique des impacts des changements climatiques sur les services écosystémiques du lac Saint-Pierre","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Geography; Political science","score_opus":0.04206875107286098,"score_gpt":0.23934693813692196,"score_spread":0.19727818706406097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012874721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9386431,0.052564815,0.00021963508,0.0012171185,0.001151259,0.001014667,0.0002260853,0.00018179388,0.004781511],"genre_scores_gemma":[0.9684153,0.024022205,0.0036916404,0.0006863063,0.00049187435,0.000024829718,0.00046200838,0.00005228133,0.0021535414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963857,0.00058491697,0.0006973348,0.0007617991,0.00031466444,0.0012556141],"domain_scores_gemma":[0.9978478,0.00041447103,0.00045392333,0.00047086264,0.0003620376,0.000450888],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016143349,0.0006321632,0.00071346055,0.00019959576,0.0006547592,0.00061969896,0.0005914242,0.0004085735,0.004732187],"category_scores_gemma":[0.00012258193,0.00058862433,0.00019102178,0.00042737531,0.00034300608,0.0026615027,0.00013525595,0.00031490874,0.0028580194],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001730676,0.00015918995,0.8581837,0.009025368,0.00014551851,0.000026650529,0.004801906,0.002352617,0.00029657458,0.00067584525,0.0009064998,0.123253055],"study_design_scores_gemma":[0.0016056376,0.0014718814,0.72244006,0.005692365,0.00019016051,0.00009700324,0.0031954828,0.23157656,0.0032007762,0.00729641,0.021940406,0.0012932692],"about_ca_topic_score_codex":0.07403783,"about_ca_topic_score_gemma":0.09806443,"teacher_disagreement_score":0.22922394,"about_ca_system_score_codex":0.0001103153,"about_ca_system_score_gemma":0.0002866574,"threshold_uncertainty_score":0.9996565},"labels":[],"label_agreement":null},{"id":"W3013926514","doi":"10.17118/11143/18900","title":"Changements climatiques, ressources naturelles et conflits armés","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; Forestry; Geography","score_opus":0.02363925994147002,"score_gpt":0.30276658934296935,"score_spread":0.2791273294014993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013926514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55204314,0.014502783,0.00010353921,0.051014278,0.004363375,0.0020931489,0.00017475971,0.000361352,0.37534365],"genre_scores_gemma":[0.87828434,0.0059895283,0.0013719389,0.005882593,0.000496202,0.0001037103,0.000121949844,0.00015477446,0.10759495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99436617,0.0011339968,0.0007415825,0.0010040441,0.0012709083,0.0014833026],"domain_scores_gemma":[0.9980793,0.00020185759,0.00038786148,0.0008330136,0.0001397195,0.00035826972],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019039612,0.0005975989,0.000708042,0.0002448488,0.00078956975,0.00072539505,0.0012014965,0.00044584952,0.0034698772],"category_scores_gemma":[0.000040908453,0.00063045224,0.0002660384,0.00074530765,0.0008642502,0.0007874922,0.00038272637,0.0007197055,0.0068143955],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033476087,0.0021202313,0.06402393,0.004095806,0.0011876009,0.00015969243,0.25201246,0.0004969752,0.0011657452,0.5997164,0.05741666,0.017269695],"study_design_scores_gemma":[0.0013563314,0.00020106354,0.0041021113,0.00078216824,0.000105567495,0.0000038184453,0.007933687,0.00019203243,0.0005010422,0.0010740638,0.983052,0.00069608307],"about_ca_topic_score_codex":0.0040440485,"about_ca_topic_score_gemma":0.0033664594,"teacher_disagreement_score":0.9256354,"about_ca_system_score_codex":0.00025670545,"about_ca_system_score_gemma":0.00017635872,"threshold_uncertainty_score":0.99961466},"labels":[],"label_agreement":null},{"id":"W3014946759","doi":"10.17118/11143/18880","title":"Dans la marmite du climat","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography; Forestry","score_opus":0.014873127614270716,"score_gpt":0.23853727299439376,"score_spread":0.22366414538012305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014946759","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21054743,0.021103911,0.00004096173,0.007431588,0.0064222375,0.000430775,0.00005818877,0.00014115854,0.75382376],"genre_scores_gemma":[0.77378035,0.015707215,0.0004994047,0.0010736573,0.0014285141,0.000038906157,0.000015949847,0.00007362863,0.20738238],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967963,0.00056946033,0.00044681347,0.0005428133,0.00061114994,0.0010334819],"domain_scores_gemma":[0.998609,0.00042708468,0.00020324271,0.00036184408,0.00012268276,0.0002761621],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00090453785,0.00036172208,0.0005940953,0.00006086105,0.000983657,0.0002365704,0.00056186755,0.0003846066,0.002348245],"category_scores_gemma":[0.000118237556,0.00038443095,0.00029864712,0.00066657335,0.0014938755,0.0005051708,0.00029633872,0.00037248983,0.00875628],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021792377,0.00038732524,0.05410562,0.00021660076,0.00015331947,0.000058198108,0.052966535,0.000011371807,0.0001863356,0.80224,0.084260136,0.0053927284],"study_design_scores_gemma":[0.0006892579,0.00009853473,0.009699179,0.00017988523,0.000064956694,0.000006557675,0.018657424,0.00012509458,0.000053825883,0.0044889925,0.9654413,0.0004950194],"about_ca_topic_score_codex":0.011743513,"about_ca_topic_score_gemma":0.005586829,"teacher_disagreement_score":0.8811811,"about_ca_system_score_codex":0.0005063956,"about_ca_system_score_gemma":0.00033334145,"threshold_uncertainty_score":0.99986076},"labels":[],"label_agreement":null},{"id":"W3021214627","doi":"10.17118/11143/18897","title":"La loi fondamentale de la congestion routière et l’efficacité des interventions publiques visant à réduire la congestion","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Transport and Economic Policies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Humanities; Political science; Medicine; Philosophy","score_opus":0.017146891965039702,"score_gpt":0.27361692243450453,"score_spread":0.2564700304694648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021214627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91554415,0.0039531626,0.0004828035,0.005003795,0.0009524527,0.0004953187,0.00007281403,0.00028338452,0.07321211],"genre_scores_gemma":[0.99117666,0.0011451552,0.00038942313,0.00089096144,0.0002840818,0.00006249255,0.00031685445,0.00008878705,0.0056455913],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978792,0.00020001201,0.00063468225,0.00046716986,0.000159022,0.0006599293],"domain_scores_gemma":[0.99883616,0.00025983292,0.0003714278,0.00033486122,0.00012719668,0.00007052685],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00142764,0.00040893102,0.0004813348,0.00029121086,0.00027969017,0.0014393985,0.0003393626,0.0004011776,0.0011983803],"category_scores_gemma":[0.00009820629,0.00045902157,0.00033918483,0.0002804871,0.00060973957,0.003279283,0.00018353759,0.00046288894,0.0013866267],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019082856,0.001512381,0.47982737,0.0047066924,0.0003375924,0.0000617792,0.002048955,0.0008443142,0.0016895247,0.47642314,0.009521567,0.022835847],"study_design_scores_gemma":[0.0024611917,0.00008000928,0.41509154,0.0040848292,0.0003437605,0.00007451176,0.0024390041,0.0021686156,0.0002942681,0.0039974716,0.56817955,0.00078522274],"about_ca_topic_score_codex":0.0034666895,"about_ca_topic_score_gemma":0.001866421,"teacher_disagreement_score":0.558658,"about_ca_system_score_codex":0.00019436477,"about_ca_system_score_gemma":0.00015811475,"threshold_uncertainty_score":0.99978614},"labels":[],"label_agreement":null},{"id":"W3021266598","doi":"10.17118/11143/18889","title":"Conséquences sur les changements climatiques d’initiatives de développement durable : regard sur le secteur du ciment Portland","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; Forestry; Environmental science; Geography","score_opus":0.04979833874126725,"score_gpt":0.27957113923334337,"score_spread":0.2297728004920761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021266598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7416792,0.04162355,0.00006489289,0.03391477,0.0029482257,0.0012580643,0.00011916677,0.00018769698,0.17820443],"genre_scores_gemma":[0.916502,0.057090547,0.0009145318,0.00097381766,0.0005949498,0.0001623879,0.000048364866,0.000059014306,0.02365437],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99550253,0.00079941284,0.00075589423,0.0007199763,0.00084662123,0.0013755442],"domain_scores_gemma":[0.9980475,0.00039250735,0.00052989414,0.0003191007,0.0004109242,0.00030007793],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015347424,0.0005251962,0.0008447339,0.000116487834,0.0014471947,0.0003075178,0.000541862,0.00030546827,0.0018624308],"category_scores_gemma":[0.00022436693,0.0005398614,0.0002418172,0.0005238548,0.00097369205,0.00091274554,0.00030824664,0.0003321841,0.00051392574],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000958307,0.0016791834,0.59303886,0.0010887731,0.000984789,0.0001059701,0.1306908,0.000028087856,0.00074594625,0.13986959,0.12731424,0.0043578995],"study_design_scores_gemma":[0.004556768,0.0008485374,0.19555518,0.0018887776,0.0002563614,0.000010682631,0.08805227,0.0003696484,0.003481694,0.009563593,0.69335324,0.002063235],"about_ca_topic_score_codex":0.03964216,"about_ca_topic_score_gemma":0.024941137,"teacher_disagreement_score":0.566039,"about_ca_system_score_codex":0.000754985,"about_ca_system_score_gemma":0.0009609375,"threshold_uncertainty_score":0.9998528},"labels":[],"label_agreement":null},{"id":"W3022154641","doi":"10.17118/11143/18899","title":"Les impacts des changements climatiques sur la santé au Québec : l’exemple de l’Estrie","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography","score_opus":0.04636247674414619,"score_gpt":0.34287440963738036,"score_spread":0.2965119328932342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022154641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9167466,0.008269849,0.000059791084,0.004490778,0.0006319707,0.0009722702,0.00032044403,0.00014406539,0.0683642],"genre_scores_gemma":[0.9786143,0.0120911375,0.0014440906,0.0014790915,0.00034753393,0.00006907646,0.00007607336,0.00013549592,0.00574326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99485123,0.00050951017,0.00075024785,0.00076411106,0.00059376284,0.00253114],"domain_scores_gemma":[0.99704367,0.0006531693,0.00040134788,0.00077094045,0.000047004156,0.0010838788],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015575284,0.00063610956,0.0007113154,0.0001417338,0.0007126331,0.0002535153,0.00063300395,0.00045863105,0.013460156],"category_scores_gemma":[0.00029859057,0.0006508476,0.00019088708,0.00048356192,0.0006281888,0.0012806806,0.00063014094,0.0005100736,0.008022998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015055093,0.00088079623,0.850506,0.0021500015,0.00005951606,0.00008786585,0.023744937,0.00004796484,0.010984089,0.00034525068,0.035312176,0.07573085],"study_design_scores_gemma":[0.0023497674,0.0009769754,0.81542486,0.0022907013,0.00012483961,0.00014668617,0.003976672,0.00086938316,0.00885006,0.00085158076,0.1629922,0.0011462696],"about_ca_topic_score_codex":0.5009797,"about_ca_topic_score_gemma":0.28788793,"teacher_disagreement_score":0.21309178,"about_ca_system_score_codex":0.0034066774,"about_ca_system_score_gemma":0.00093147793,"threshold_uncertainty_score":0.9995943},"labels":[],"label_agreement":null},{"id":"W3022548507","doi":"10.17118/11143/18891","title":"Changements climatiques : à quoi servent les COP ?","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Forestry; Geography","score_opus":0.024046555364881296,"score_gpt":0.3031850318658421,"score_spread":0.2791384765009608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022548507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7662652,0.01688831,0.00008510434,0.013662615,0.0021756112,0.0010488118,0.00012683142,0.00023449893,0.19951303],"genre_scores_gemma":[0.85036784,0.003101824,0.0009061602,0.0008198904,0.00034883147,0.00016355504,0.0001983656,0.00013015412,0.1439634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947362,0.0008653503,0.00080281775,0.0009205002,0.0008501796,0.0018249468],"domain_scores_gemma":[0.9973855,0.00021973261,0.0002010292,0.0012492315,0.0004920876,0.00045238886],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011678966,0.0005894695,0.0007839438,0.0001916452,0.00040093876,0.00026831366,0.00085765973,0.0005777656,0.012353492],"category_scores_gemma":[0.00019957154,0.0006031365,0.00036703865,0.0006539053,0.00033088113,0.00061160646,0.00085868186,0.00064778107,0.006425763],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069943565,0.0031193772,0.08502487,0.008506935,0.0007373815,0.0002848338,0.0027598415,0.005336651,0.0010148799,0.7610818,0.021563856,0.1098701],"study_design_scores_gemma":[0.0026018352,0.0008842266,0.007788674,0.00093360187,0.00008164798,0.000029815437,0.0058164154,0.005617374,0.003894813,0.011881253,0.9594531,0.0010172097],"about_ca_topic_score_codex":0.025404556,"about_ca_topic_score_gemma":0.004971874,"teacher_disagreement_score":0.9378893,"about_ca_system_score_codex":0.0006516493,"about_ca_system_score_gemma":0.0004396144,"threshold_uncertainty_score":0.999642},"labels":[],"label_agreement":null},{"id":"W3022682576","doi":"10.17118/11143/18883","title":"Changement de gouvernement à Québec, changement dans la politique climatique québécoise?","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science","score_opus":0.01701381343689514,"score_gpt":0.28682652094227845,"score_spread":0.26981270750538333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022682576","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38920364,0.008612188,0.00037329312,0.1129014,0.0037428373,0.0017185129,0.00016378873,0.00016364387,0.4831207],"genre_scores_gemma":[0.8984919,0.015730219,0.0008816292,0.0054490063,0.001288656,0.0003606241,0.000015741878,0.000087110246,0.077695064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99478126,0.0007440075,0.00062936335,0.00083188096,0.0011813238,0.0018321855],"domain_scores_gemma":[0.99796265,0.00024214978,0.00053731946,0.00056013075,0.00013123346,0.0005665299],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002105532,0.00047743088,0.00057108485,0.00008010946,0.0007415821,0.00028179717,0.0010609792,0.00037956648,0.0038788607],"category_scores_gemma":[0.00008448857,0.00050600694,0.00028988483,0.0007761558,0.00083027454,0.00061272533,0.00039119372,0.00037079825,0.0017541636],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041171395,0.0009406953,0.05933469,0.00045634614,0.00014455209,0.00004990291,0.14010327,0.000061550476,0.0006358902,0.6936615,0.09826823,0.006302185],"study_design_scores_gemma":[0.0007249745,0.0002511196,0.021886908,0.00043777813,0.00006536813,0.000005620715,0.057206016,0.0003671894,0.00046423302,0.0026998087,0.9152152,0.00067577884],"about_ca_topic_score_codex":0.79376596,"about_ca_topic_score_gemma":0.8056335,"teacher_disagreement_score":0.816947,"about_ca_system_score_codex":0.0027511837,"about_ca_system_score_gemma":0.0030572114,"threshold_uncertainty_score":0.99973917},"labels":[],"label_agreement":null},{"id":"W3022688152","doi":"10.17118/11143/18895","title":"La santé comme moteur des négociations internationales sur le climat : retour sur le rapport spécial de l’OMS à la CdP 24","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Art","score_opus":0.10515071564221097,"score_gpt":0.3309208981851899,"score_spread":0.22577018254297893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022688152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9067189,0.0023979116,0.00024374631,0.0105926655,0.0012815103,0.0006521314,0.0005080517,0.0001223332,0.077482745],"genre_scores_gemma":[0.97305554,0.007526724,0.0017112521,0.0025763307,0.00050279166,0.00005065581,0.00022270072,0.00012768948,0.014226285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959196,0.00064036285,0.0008025378,0.0006606661,0.0006146564,0.0013621942],"domain_scores_gemma":[0.997467,0.00089281355,0.00042450454,0.0005659565,0.00007422301,0.0005755482],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00199719,0.0004637303,0.0005946175,0.00015236608,0.0006278844,0.00029125286,0.00066034734,0.00044804745,0.0033458187],"category_scores_gemma":[0.00032239952,0.0005239602,0.00022914496,0.0004305705,0.0006082067,0.0011861799,0.00054427487,0.0006262189,0.004307338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022793747,0.0031825842,0.6708603,0.001334187,0.00013399663,0.00021264913,0.017379237,0.00047783862,0.014177334,0.0079572005,0.25724405,0.02681268],"study_design_scores_gemma":[0.0052747657,0.00040604296,0.5656284,0.0014620828,0.00011769436,0.00034926026,0.007750176,0.007008695,0.0036037774,0.0072266166,0.39975768,0.0014147876],"about_ca_topic_score_codex":0.01102509,"about_ca_topic_score_gemma":0.0073679094,"teacher_disagreement_score":0.14251362,"about_ca_system_score_codex":0.0008346535,"about_ca_system_score_gemma":0.0009126271,"threshold_uncertainty_score":0.99972117},"labels":[],"label_agreement":null},{"id":"W3022754174","doi":"10.17118/11143/18882","title":"Les changements climatiques et leurs impacts au Canada et dans le monde : état des lieux","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography","score_opus":0.048754414719080146,"score_gpt":0.29801307885423667,"score_spread":0.24925866413515652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022754174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87221974,0.0033190374,0.00005577222,0.0077542723,0.0011868352,0.00053357537,0.00020742734,0.00006455821,0.11465877],"genre_scores_gemma":[0.9818474,0.009171559,0.0011118152,0.002425764,0.00007185157,0.000049858085,0.00003825578,0.00005587855,0.005227628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958273,0.00030607978,0.00052879425,0.0008370568,0.00090600696,0.0015947187],"domain_scores_gemma":[0.99845695,0.00018667197,0.00027213537,0.00064120785,0.00003963737,0.00040337912],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000965546,0.0005388661,0.0005349286,0.00006890891,0.00093229255,0.0002264098,0.0008095312,0.00014752767,0.0016671729],"category_scores_gemma":[0.00009330993,0.00051376,0.0001296372,0.0005252898,0.00095008465,0.0013663386,0.00090347097,0.00033041675,0.001374273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042235868,0.0004750525,0.9235892,0.0005074546,0.00010960092,0.000062601765,0.018587105,0.0008509281,0.021662595,0.004259753,0.014928937,0.014924533],"study_design_scores_gemma":[0.0011209557,0.00043237794,0.88876086,0.00075777865,0.00007152736,0.00003551409,0.04190783,0.0007065513,0.0142839495,0.0008485203,0.05001333,0.0010608033],"about_ca_topic_score_codex":0.8952242,"about_ca_topic_score_gemma":0.9528904,"teacher_disagreement_score":0.10962764,"about_ca_system_score_codex":0.0014315397,"about_ca_system_score_gemma":0.0008525575,"threshold_uncertainty_score":0.9997314},"labels":[],"label_agreement":null},{"id":"W3022854620","doi":"10.17118/11143/18885","title":"Alerte dans les hautes latitudes nord : l’Arctique réagit au réchauffement climatique","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Geological Studies and Exploration","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.03594479352047899,"score_gpt":0.23087008150896673,"score_spread":0.19492528798848774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022854620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8803085,0.007113216,0.0012124201,0.030261567,0.0024911999,0.0009513174,0.00019500712,0.0001229024,0.07734386],"genre_scores_gemma":[0.9800438,0.006180509,0.0021851612,0.0010556312,0.00032672985,0.000024502197,0.0003212644,0.000018611658,0.00984379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996835,0.0002873311,0.000653729,0.00070156844,0.00044062734,0.001081765],"domain_scores_gemma":[0.99859643,0.00032795113,0.00025527214,0.0004285521,0.00011025018,0.0002815734],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006283762,0.0004702242,0.00059674244,0.00007380092,0.00073803833,0.0002381407,0.00044872178,0.00031362244,0.008547551],"category_scores_gemma":[0.000067769055,0.00039328888,0.00018534178,0.00033088718,0.0003012747,0.00068572944,0.00016458948,0.00041018822,0.006797291],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006929171,0.00019611053,0.96029246,0.00041361793,0.00012445897,0.000024338371,0.0033274458,0.0042856745,0.00027612952,0.0062634647,0.0054734317,0.01925355],"study_design_scores_gemma":[0.00084795617,0.00095303176,0.70610213,0.00035930454,0.000075634845,0.000021774771,0.004503994,0.013502116,0.0006991164,0.0028890306,0.26926455,0.0007813491],"about_ca_topic_score_codex":0.044434674,"about_ca_topic_score_gemma":0.08253121,"teacher_disagreement_score":0.2637911,"about_ca_system_score_codex":0.00006153772,"about_ca_system_score_gemma":0.00018563593,"threshold_uncertainty_score":0.9998519},"labels":[],"label_agreement":null},{"id":"W3023358281","doi":"10.17118/11143/18890","title":"Réduction des GES d’étables à vaches au moyen de biofiltres passifs","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Art","score_opus":0.014539158123861298,"score_gpt":0.23471373554694416,"score_spread":0.22017457742308286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023358281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955622,0.018097484,0.0019359055,0.0060630315,0.0016491135,0.00031265905,0.000065906526,0.0010189501,0.015234908],"genre_scores_gemma":[0.97062933,0.0023041326,0.007246865,0.00010080907,0.00043623475,0.00005070444,0.000024735355,0.00010153746,0.019105671],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975119,0.000067807436,0.00047106846,0.00055258255,0.00025149243,0.001145114],"domain_scores_gemma":[0.998607,0.00028397085,0.00013663592,0.0006611978,0.00008346087,0.00022776335],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003110213,0.0004496847,0.0005646605,0.0001750146,0.0002420369,0.0001534028,0.00052140694,0.00067631993,0.0009919547],"category_scores_gemma":[0.00041183905,0.00043694174,0.00020841525,0.00037711015,0.00029386458,0.00053158373,0.00028550642,0.00055479957,0.00092668977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083131774,0.00038175244,0.05174885,0.002093876,0.0002749158,0.000036469406,0.0009171256,0.0029683139,0.8168148,0.009841141,0.008777244,0.10606242],"study_design_scores_gemma":[0.0016901788,0.0001923805,0.006100338,0.0014260925,0.00016307223,0.000106348496,0.0040983264,0.0203292,0.83088064,0.0055491244,0.12842666,0.0010376502],"about_ca_topic_score_codex":0.0014907107,"about_ca_topic_score_gemma":0.00007933805,"teacher_disagreement_score":0.11964942,"about_ca_system_score_codex":0.00043305792,"about_ca_system_score_gemma":0.00020714551,"threshold_uncertainty_score":0.99992126},"labels":[],"label_agreement":null},{"id":"W3023685553","doi":"10.17118/11143/18888","title":"Le Québec récemment frappé par les crues extrêmes : une manifestation des changements climatiques ?","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Geology","score_opus":0.020543719324892563,"score_gpt":0.23684490879828013,"score_spread":0.21630118947338756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023685553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91130733,0.043725938,0.00045929934,0.0068806075,0.0012044548,0.0008695939,0.00019371911,0.00013913354,0.035219915],"genre_scores_gemma":[0.9792643,0.00751704,0.002229303,0.00072351244,0.00023758419,0.00002546754,0.0002923763,0.00003536269,0.009675056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972307,0.00023290452,0.00052706216,0.00063251116,0.00043538006,0.0009414377],"domain_scores_gemma":[0.9987149,0.00021917235,0.0003004786,0.0003733015,0.000113302565,0.00027882523],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048088958,0.00044407992,0.0004818073,0.00012885041,0.0007309355,0.00028951402,0.00040217701,0.00021760937,0.0041192896],"category_scores_gemma":[0.000037607067,0.00043020071,0.0001306752,0.0003947929,0.00037506106,0.001164611,0.000082975654,0.00024488082,0.0037471284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002919962,0.0005878168,0.7507149,0.0061649065,0.0002573977,0.00011288555,0.010756144,0.0022009138,0.0006698346,0.0049580787,0.02209079,0.20119433],"study_design_scores_gemma":[0.0028067788,0.0027981733,0.5292008,0.0033693917,0.00026017567,0.00010237961,0.016878681,0.050598904,0.0070705856,0.0072602183,0.37739927,0.0022546132],"about_ca_topic_score_codex":0.22540957,"about_ca_topic_score_gemma":0.15662856,"teacher_disagreement_score":0.3553085,"about_ca_system_score_codex":0.00003733198,"about_ca_system_score_gemma":0.00051819877,"threshold_uncertainty_score":0.999815},"labels":[],"label_agreement":null},{"id":"W3024180666","doi":"10.17118/11143/18887","title":"Où trouver du sirop d’érable en 2100 ?","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science","score_opus":0.008278310931181485,"score_gpt":0.21272838990217766,"score_spread":0.20445007897099618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024180666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.809688,0.00448744,0.000004621499,0.06355005,0.0017026131,0.0007907614,0.000050116694,0.00011609974,0.11961033],"genre_scores_gemma":[0.61201566,0.003219718,0.0002730213,0.0008955949,0.0010379915,0.00003094136,0.00015850307,0.0000069451794,0.38236162],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964932,0.00030691712,0.00046452385,0.000725877,0.00064442545,0.0013650644],"domain_scores_gemma":[0.9988429,0.0002785371,0.00013310989,0.00017090366,0.00017510794,0.0003994676],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006369285,0.0004233221,0.0005157777,0.000030652693,0.00048659722,0.00029158738,0.0007780924,0.00045736367,0.028373556],"category_scores_gemma":[0.000055807606,0.00016894782,0.00024404882,0.000786414,0.00017322166,0.00060311833,0.0004587718,0.00051977247,0.030467696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014108303,0.0014548586,0.169104,0.00040218755,0.00022336328,0.00015047473,0.0009632777,0.000043400214,0.09863976,0.048603304,0.6171284,0.06314591],"study_design_scores_gemma":[0.0005718595,0.00047077565,0.13989845,0.00022332263,0.000025566984,0.00005348811,0.0020211714,0.00013476753,0.0035249295,0.00080041634,0.85163516,0.000640092],"about_ca_topic_score_codex":0.0032984747,"about_ca_topic_score_gemma":0.0007474954,"teacher_disagreement_score":0.26275128,"about_ca_system_score_codex":0.00014966172,"about_ca_system_score_gemma":0.00012452199,"threshold_uncertainty_score":0.9725146},"labels":[],"label_agreement":null},{"id":"W3024194359","doi":"10.17118/11143/18893","title":"Le défi de la lutte aux changements climatiques à l’épreuve des conservateurs canadiens (2002-2019)","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science; Humanities; Forestry; Geography; Art","score_opus":0.05359196525325943,"score_gpt":0.3007426934074477,"score_spread":0.24715072815418826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024194359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.483437,0.02830476,0.00003457724,0.005924101,0.0025970729,0.0006644878,0.00017350221,0.00015365324,0.47871086],"genre_scores_gemma":[0.7635165,0.024404174,0.0016122508,0.0030696294,0.0007503622,0.00010988788,0.00003144684,0.00011436338,0.2063914],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99548095,0.001156024,0.0005095818,0.00058960734,0.00051823084,0.0017456204],"domain_scores_gemma":[0.9980766,0.0005217308,0.00027890876,0.0003773409,0.0002524275,0.00049299723],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016026363,0.00044255445,0.0006918427,0.000106163134,0.0016997878,0.00030253848,0.00064869307,0.0005290857,0.0012143387],"category_scores_gemma":[0.0003203155,0.0005060446,0.00022434445,0.0006730744,0.0025775582,0.00060872897,0.00029204655,0.00050071167,0.0014866845],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003497123,0.00051551545,0.09159642,0.00047526704,0.0004240236,0.00007615637,0.1337549,0.000015038639,0.00026963005,0.51627606,0.25264305,0.003918986],"study_design_scores_gemma":[0.0010801664,0.0002023869,0.026612945,0.00046997934,0.000113229784,0.0000066508096,0.024773687,0.00016047877,0.00023375713,0.010545411,0.93502927,0.00077206694],"about_ca_topic_score_codex":0.33382902,"about_ca_topic_score_gemma":0.24787234,"teacher_disagreement_score":0.6823862,"about_ca_system_score_codex":0.00090858364,"about_ca_system_score_gemma":0.0018170777,"threshold_uncertainty_score":0.9997391},"labels":[],"label_agreement":null},{"id":"W3024581201","doi":"10.17118/11143/18898","title":"Inclusion démocratique : retour sur un cas de gouvernance décentrée de l’adaptation aux changements climatiques","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science","score_opus":0.03133224635151205,"score_gpt":0.28120772196687155,"score_spread":0.2498754756153595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024581201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86367774,0.040694196,0.0011191164,0.021338964,0.0037283737,0.00118335,0.00008422909,0.00020304472,0.06797099],"genre_scores_gemma":[0.9299819,0.03665024,0.0029504541,0.0018679657,0.0007756582,0.000075249656,0.000028365936,0.00006221306,0.027607957],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99601436,0.0008432674,0.0005639484,0.0005482114,0.00075216475,0.0012780653],"domain_scores_gemma":[0.9983635,0.0002560908,0.00047267656,0.00031544853,0.0003003501,0.00029196273],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015480557,0.00039307904,0.000555744,0.00007408193,0.002084965,0.00017766637,0.00055238337,0.0004399122,0.0007944208],"category_scores_gemma":[0.00033525602,0.00044143441,0.00018960278,0.00061407185,0.00041269898,0.0007972466,0.0007387847,0.00040900672,0.00047549608],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011210032,0.0010359533,0.10670834,0.0008338112,0.00033437114,0.000102745034,0.5153971,0.00018467793,0.0017387347,0.26128307,0.07953645,0.032732666],"study_design_scores_gemma":[0.0035540438,0.0008037113,0.0909639,0.0025300959,0.00031596379,0.000012652567,0.06819633,0.018019265,0.005018621,0.07287445,0.73524,0.0024710079],"about_ca_topic_score_codex":0.059510794,"about_ca_topic_score_gemma":0.04163007,"teacher_disagreement_score":0.6557035,"about_ca_system_score_codex":0.0021079744,"about_ca_system_score_gemma":0.0012730611,"threshold_uncertainty_score":0.9998037},"labels":[],"label_agreement":null},{"id":"W3025558467","doi":"10.17118/11143/18901","title":"Migrations climatiques : un enjeu complexe","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Geology","score_opus":0.09810113218332259,"score_gpt":0.3298001754827438,"score_spread":0.23169904329942123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025558467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7940189,0.011939341,0.0010725899,0.031335678,0.004820661,0.0020144007,0.00044269793,0.0004780548,0.15387765],"genre_scores_gemma":[0.93854547,0.007113536,0.010699447,0.0025196988,0.0010609942,0.00015409794,0.0007803661,0.0001437515,0.038982645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99565977,0.00082364265,0.00091502455,0.00074982434,0.00081834826,0.0010334206],"domain_scores_gemma":[0.997394,0.0006135679,0.0005272562,0.00067813456,0.0004634179,0.00032361492],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011810039,0.00047126366,0.00060108694,0.00021804114,0.0010790846,0.0004291626,0.0005818932,0.0004214741,0.0084826695],"category_scores_gemma":[0.00018585382,0.0005481974,0.0002626765,0.0012051932,0.00061125547,0.0015751612,0.00014822406,0.00037530606,0.008962686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000688,0.0012561436,0.03198886,0.0007230153,0.00020097874,0.000015606754,0.11557086,0.0002558537,0.008179151,0.77536327,0.049540285,0.016837178],"study_design_scores_gemma":[0.0024824906,0.00057334744,0.02292742,0.0010489959,0.00031630008,0.000030147467,0.08126758,0.016103646,0.0038606285,0.03158973,0.83771336,0.0020863279],"about_ca_topic_score_codex":0.009039406,"about_ca_topic_score_gemma":0.04203746,"teacher_disagreement_score":0.7881731,"about_ca_system_score_codex":0.00046392393,"about_ca_system_score_gemma":0.00059444504,"threshold_uncertainty_score":0.99969697},"labels":[],"label_agreement":null},{"id":"W3025600581","doi":"10.17118/11143/18894","title":"États-Unis 2020. Changements climatiques : enjeu électoral ?","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Environmental science","score_opus":0.0368798762715564,"score_gpt":0.2926140162928865,"score_spread":0.2557341400213301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025600581","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38009772,0.07624944,0.000046352106,0.013652029,0.012783941,0.0012961248,0.00016254986,0.00029531465,0.5154165],"genre_scores_gemma":[0.812877,0.029697191,0.0016419834,0.0029002435,0.0026090657,0.0001221358,0.00006243149,0.00011722832,0.1499727],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591804,0.0005835539,0.00056953006,0.000678022,0.0008593702,0.0013914887],"domain_scores_gemma":[0.9984835,0.00022392892,0.00031208887,0.00041795673,0.00022771591,0.00033483258],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009093685,0.00046811494,0.0007601386,0.00007358575,0.0015682203,0.0002742704,0.0006434131,0.0003782856,0.006609634],"category_scores_gemma":[0.00012685038,0.0005063769,0.00030200492,0.00090199104,0.0011798711,0.0007183257,0.00037913927,0.000416885,0.0069616428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075573065,0.0011683241,0.048523102,0.0008901391,0.0006451426,0.000064510525,0.09937314,0.0000091794545,0.00043632207,0.2771488,0.5451135,0.02655225],"study_design_scores_gemma":[0.0010479024,0.00035628534,0.009014535,0.00038592063,0.00010853941,0.0000019880038,0.009911407,0.00019071254,0.00020711623,0.009656804,0.96825325,0.00086556346],"about_ca_topic_score_codex":0.015070417,"about_ca_topic_score_gemma":0.00854433,"teacher_disagreement_score":0.43277928,"about_ca_system_score_codex":0.0006282102,"about_ca_system_score_gemma":0.0003421243,"threshold_uncertainty_score":0.9997388},"labels":[],"label_agreement":null},{"id":"W3028049934","doi":"10.17118/11143/18884","title":"Sommes-nous bien informés ? : écarts entre la couverture du changement climatique et de la biodiversité par les médias et la littérature scientifique","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; University of Guelph; Université Laval","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","score_opus":0.01773106395272777,"score_gpt":0.2611482757878877,"score_spread":0.2434172118351599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028049934","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18930161,0.02959756,0.00008574087,0.020909723,0.0028857444,0.0012744145,0.0005500302,0.00025708464,0.7551381],"genre_scores_gemma":[0.8560376,0.09561079,0.0013210824,0.009050519,0.0007776546,0.00012510266,0.00014588953,0.00009277683,0.036838584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951333,0.001987912,0.00042636174,0.0006231012,0.00075611915,0.0010732166],"domain_scores_gemma":[0.9976972,0.0010250104,0.00032174395,0.00036573893,0.00024185174,0.0003484622],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0032510732,0.0005129292,0.00063231814,0.00015122739,0.0013245742,0.00073528005,0.00067917816,0.00091455696,0.0008400755],"category_scores_gemma":[0.00029508708,0.0004973237,0.0003207157,0.0009015165,0.0016905656,0.0007012198,0.00057201536,0.0008847423,0.00045565897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044882,0.00070444384,0.056716356,0.000586896,0.00027845745,0.00012994296,0.19221261,0.000045571323,0.00020975401,0.34431687,0.39889306,0.0058611436],"study_design_scores_gemma":[0.0010522071,0.00010159175,0.009211006,0.0005473066,0.00009434434,0.000011696728,0.027229529,0.00007879027,0.00016842145,0.0013534968,0.9595777,0.0005739112],"about_ca_topic_score_codex":0.00498593,"about_ca_topic_score_gemma":0.0043490794,"teacher_disagreement_score":0.7182995,"about_ca_system_score_codex":0.0005108368,"about_ca_system_score_gemma":0.0010284631,"threshold_uncertainty_score":0.99997556},"labels":[],"label_agreement":null},{"id":"W3033035733","doi":"10.17118/11143/18892","title":"Le chant des sirènes et la politique étrangère canadienne sur le climat : bilan du gouvernement Trudeau","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science","score_opus":0.011701683553828529,"score_gpt":0.22016793535233808,"score_spread":0.20846625179850956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033035733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75008965,0.007564731,0.0000136709095,0.02273017,0.0025875992,0.00057422015,0.0005154408,0.00010049674,0.21582404],"genre_scores_gemma":[0.8963634,0.0057378146,0.00016877415,0.0011107419,0.00037447084,0.00004551021,0.000037147092,0.000076781806,0.09608536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99653625,0.00059726567,0.0004745315,0.0005997824,0.00038496943,0.0014072036],"domain_scores_gemma":[0.998195,0.00021783315,0.00021517447,0.0004467763,0.00015699182,0.00076822314],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012739591,0.0003231292,0.00053039606,0.0003778632,0.001561693,0.0006175544,0.00059268886,0.00033171487,0.0017021705],"category_scores_gemma":[0.00009693126,0.00044140135,0.00025110316,0.00055570743,0.0014780688,0.00083238655,0.00013236215,0.00036079594,0.0010004012],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034289442,0.0005218498,0.008858516,0.0007014193,0.00010471047,0.00014632437,0.039661724,0.000039385635,0.0004785994,0.91497576,0.031803187,0.0026742073],"study_design_scores_gemma":[0.00094000855,0.00010942831,0.0084608095,0.00028696295,0.000041810526,0.000025083264,0.013790599,0.000061210005,0.00009396752,0.0026783892,0.97297895,0.00053279946],"about_ca_topic_score_codex":0.9801961,"about_ca_topic_score_gemma":0.9987113,"teacher_disagreement_score":0.94117576,"about_ca_system_score_codex":0.0016029177,"about_ca_system_score_gemma":0.00750723,"threshold_uncertainty_score":0.9998038},"labels":[],"label_agreement":null},{"id":"W4381432388","doi":"10.17118/11143/18879","title":"Le Climatoscope. Numéro 01 (septembre 2019)","year":2019,"lang":"fr","type":"paratext","venue":"Le climatoscope","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.016459331661393024,"score_gpt":0.27366510236558095,"score_spread":0.25720577070418793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381432388","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014292786,0.075433046,0.00045670487,0.0025755176,0.051497627,0.008393142,0.020745123,0.0015448168,0.82506126],"genre_scores_gemma":[0.043582458,0.015185404,0.005261676,0.0029221282,0.0069760485,0.001272201,0.020931117,0.007503256,0.8963657],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9688573,0.003502234,0.0064383172,0.0076077306,0.0042275894,0.009366856],"domain_scores_gemma":[0.9783404,0.001493874,0.005506461,0.009978571,0.0016650418,0.0030156411],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.003491258,0.0069134915,0.008985801,0.0024238683,0.0026881283,0.0029139507,0.007907072,0.0063377093,0.06743434],"category_scores_gemma":[0.0005055841,0.00815623,0.00316864,0.0044968,0.0029005148,0.0038574727,0.0047052684,0.0073576896,0.9505278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012644723,0.003587361,0.0021317084,0.006935331,0.0018206411,0.00041715498,0.00086958375,0.0014966929,0.01403398,0.01675966,0.95000017,0.0006832712],"study_design_scores_gemma":[0.010452001,0.0009702906,0.00053554005,0.007809349,0.0009366573,0.00077066995,0.0020285773,0.0015147428,0.009384627,0.00029208764,0.9574116,0.007893853],"about_ca_topic_score_codex":0.0053690034,"about_ca_topic_score_gemma":0.0016202846,"teacher_disagreement_score":0.8830934,"about_ca_system_score_codex":0.0022237264,"about_ca_system_score_gemma":0.016809572,"threshold_uncertainty_score":0.999813},"labels":[],"label_agreement":null},{"id":"W4381435864","doi":"10.17118/11143/18896","title":"Jeunes et changements climatiques","year":2019,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental science; Forestry; Physical geography; Political science","score_opus":0.04639543832575035,"score_gpt":0.3970377042801934,"score_spread":0.3506422659544431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381435864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7353527,0.02218787,0.00016139887,0.018902209,0.011055377,0.0022336084,0.00021454366,0.00038731875,0.20950499],"genre_scores_gemma":[0.79936975,0.014347459,0.002360073,0.028447542,0.0018397783,0.00025790592,0.00029349746,0.0002638758,0.15282011],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947241,0.0016301043,0.0009074324,0.00069161924,0.00055033533,0.0014963907],"domain_scores_gemma":[0.99750257,0.0005239209,0.0005260678,0.0007804342,0.0003132517,0.00035374257],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014924147,0.00050871354,0.0009017242,0.00016451065,0.00083157193,0.0001159009,0.000503695,0.000798496,0.0067794216],"category_scores_gemma":[0.00014942675,0.0005353574,0.00023364053,0.00035521085,0.00019522358,0.00075962266,0.000543374,0.0011829506,0.016617868],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013949102,0.0010487828,0.3244046,0.008798384,0.00042697502,0.00006983602,0.33725423,0.0000059835597,0.00068665144,0.09572774,0.22283505,0.008602299],"study_design_scores_gemma":[0.0027286594,0.00051516166,0.018053057,0.0057838857,0.00021953213,0.000005314528,0.265441,0.0003465386,0.0007766365,0.008296855,0.696426,0.0014073662],"about_ca_topic_score_codex":0.0049845367,"about_ca_topic_score_gemma":0.002516749,"teacher_disagreement_score":0.47359094,"about_ca_system_score_codex":0.00022045533,"about_ca_system_score_gemma":0.00050275464,"threshold_uncertainty_score":0.9997098},"labels":[],"label_agreement":null},{"id":"W4411030912","doi":"10.7202/1116187ar","title":"Référentiel de compétences pour les corps professionnels de l’environnement bâti et de l’aménagement du territoire","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.03532661562317136,"score_gpt":0.29543324938855925,"score_spread":0.2601066337653879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411030912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34936416,0.18592553,0.007535276,0.18085578,0.011188918,0.0016038067,0.0002004989,0.00065404724,0.26267198],"genre_scores_gemma":[0.92785996,0.01778284,0.004432825,0.0016430363,0.001721969,0.00019797233,0.000020084904,0.00006155224,0.046279762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591917,0.0009550706,0.0005320949,0.0006053789,0.00063393946,0.0013543348],"domain_scores_gemma":[0.998806,0.0003858578,0.00016401081,0.00023447697,0.00006330302,0.00034635182],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018142434,0.00042370893,0.0004835,0.00010183137,0.0019977677,0.00046103072,0.00061221136,0.00031246158,0.0012406687],"category_scores_gemma":[0.00013083116,0.00041336205,0.00028265515,0.00048584654,0.0011738442,0.00037554986,0.0004132591,0.0005253529,0.00038917878],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017958466,0.0008836359,0.028221643,0.00078070036,0.00037207425,0.00026437108,0.08321287,0.00008364786,0.0005293828,0.58189666,0.2835946,0.020142475],"study_design_scores_gemma":[0.0006273675,0.00017164559,0.008919915,0.0020122856,0.00024409578,0.00001392494,0.08124818,0.00376395,0.00027368,0.03219365,0.8697876,0.0007437259],"about_ca_topic_score_codex":0.02722427,"about_ca_topic_score_gemma":0.013535544,"teacher_disagreement_score":0.58619297,"about_ca_system_score_codex":0.0014291016,"about_ca_system_score_gemma":0.0013175813,"threshold_uncertainty_score":0.9998318},"labels":[],"label_agreement":null},{"id":"W4411030930","doi":"10.7202/1116181ar","title":"Les systèmes aquatiques en manque d’oxygène","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Chemistry","score_opus":0.017746197193066596,"score_gpt":0.2365897049364106,"score_spread":0.218843507743344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411030930","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2050699,0.16461885,0.0009852285,0.01302087,0.008862958,0.0008191568,0.00094780565,0.00063717796,0.60503805],"genre_scores_gemma":[0.90818423,0.0050239605,0.0005336389,0.00029417657,0.0011177905,0.000014026608,0.00028189414,0.00003329657,0.08451699],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972014,0.00042341388,0.0005926372,0.00063447055,0.000395322,0.0007527879],"domain_scores_gemma":[0.99872315,0.00046763872,0.000089957764,0.00038318292,0.00004868956,0.00028739226],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007900276,0.00040245726,0.00048483972,0.00018262255,0.0002755819,0.0007731035,0.00043313927,0.00030450537,0.013222771],"category_scores_gemma":[0.000047528556,0.00036388615,0.000191108,0.00046064588,0.00014014437,0.0007211805,0.00010863096,0.00046955107,0.008508051],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071855895,0.00015726866,0.06965394,0.008412421,0.00038021745,0.0012445749,0.002712447,0.0003535276,0.00014309328,0.088888854,0.09558826,0.73239356],"study_design_scores_gemma":[0.00020846113,0.00031879186,0.010438092,0.0016252949,0.00009219328,0.00025261333,0.0012891685,0.036547888,0.00039242982,0.002698828,0.9455267,0.0006095106],"about_ca_topic_score_codex":0.065666705,"about_ca_topic_score_gemma":0.04429679,"teacher_disagreement_score":0.84993845,"about_ca_system_score_codex":0.00003357119,"about_ca_system_score_gemma":0.0003593592,"threshold_uncertainty_score":0.9998813},"labels":[],"label_agreement":null},{"id":"W4411030934","doi":"10.7202/1116194ar","title":"Les déchets : angle mort des limites planétaires","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Plan (archaeology); Geology; Computer science; History; Archaeology","score_opus":0.0740049128532571,"score_gpt":0.3229705193338796,"score_spread":0.2489656064806225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411030934","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18727857,0.43789792,0.000082432016,0.0066624978,0.0049511674,0.00028292058,0.00010855521,0.00042897396,0.36230698],"genre_scores_gemma":[0.87892747,0.027115459,0.0007880815,0.00027198903,0.0018767698,0.000059416696,0.000019966867,0.000069076945,0.09087176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723285,0.00026261742,0.00040854065,0.0005658895,0.00053493807,0.0009951659],"domain_scores_gemma":[0.99885,0.0004763813,0.000076501565,0.00022194766,0.00010871695,0.0002664568],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00053233415,0.0003766421,0.00046916222,0.00010558881,0.0018227241,0.00052020425,0.00041135808,0.00033666648,0.001297255],"category_scores_gemma":[0.00019145323,0.0003758802,0.00028808898,0.0009193594,0.0024850236,0.0005920973,0.00019924607,0.0003802764,0.0014142563],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014733507,0.0003438801,0.010714989,0.0008226715,0.00040360726,0.00024424054,0.071642466,0.000012940614,0.00016185793,0.5499596,0.2092094,0.15646964],"study_design_scores_gemma":[0.00018805334,0.00012806238,0.0076655997,0.0007870874,0.00012469754,0.0000069230637,0.011775757,0.00019870215,0.00026188002,0.021817598,0.9565204,0.0005252319],"about_ca_topic_score_codex":0.040694866,"about_ca_topic_score_gemma":0.024919925,"teacher_disagreement_score":0.747311,"about_ca_system_score_codex":0.00047018306,"about_ca_system_score_gemma":0.00040236447,"threshold_uncertainty_score":0.9998693},"labels":[],"label_agreement":null},{"id":"W4411030937","doi":"10.7202/1116180ar","title":"L’éthique sur le terrain de l’adaptation aux changements climatiques","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Political science","score_opus":0.04364370766067017,"score_gpt":0.2743326000489496,"score_spread":0.23068889238827944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411030937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7943667,0.051083647,0.024179814,0.054622635,0.0066101,0.002443207,0.0006956005,0.0013166993,0.064681575],"genre_scores_gemma":[0.96719176,0.010496966,0.005946266,0.0017435722,0.000682086,0.00038369282,0.00021979239,0.00019434177,0.013141499],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972868,0.00015852136,0.00047774374,0.0006557823,0.00037730776,0.0010438355],"domain_scores_gemma":[0.99909896,0.00014177783,0.00008527519,0.00038806797,0.000022997714,0.00026291693],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00088863657,0.00041130334,0.00032807657,0.0001482847,0.0002709749,0.00037857355,0.00035388084,0.00030886955,0.00331232],"category_scores_gemma":[0.000065924556,0.00046658237,0.00015794685,0.0004958508,0.00018541643,0.0011182921,0.0003630535,0.00044792908,0.0034558296],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014001291,0.002326879,0.008718707,0.010787772,0.0006191579,0.001591726,0.109224066,0.018819274,0.23321065,0.06697078,0.16507807,0.3825129],"study_design_scores_gemma":[0.00086046214,0.00031640625,0.0055814935,0.0027901956,0.00014155316,0.00014361813,0.0063115247,0.4579863,0.023341974,0.004080874,0.49709627,0.001349334],"about_ca_topic_score_codex":0.008618695,"about_ca_topic_score_gemma":0.004878883,"teacher_disagreement_score":0.43916702,"about_ca_system_score_codex":0.0005498964,"about_ca_system_score_gemma":0.00017460073,"threshold_uncertainty_score":0.99977857},"labels":[],"label_agreement":null},{"id":"W4411030938","doi":"10.7202/1116183ar","title":"Activité physique, sport et changements climatiques : une course contre la montre","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Sport and Mega-Event Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut universitaire en santé mentale de Montréal; Institut Universitaire en Santé Mentale de Québec; Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Political science; Humanities; Forestry; Geography; Philosophy","score_opus":0.024436785333514503,"score_gpt":0.34914498632167906,"score_spread":0.32470820098816455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411030938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70967174,0.02529409,0.00004535587,0.049603786,0.0042510545,0.0010272799,0.00019496797,0.0005518408,0.20935991],"genre_scores_gemma":[0.91515917,0.010941682,0.00027248135,0.0015421618,0.0008593778,0.00008312581,0.00012959128,0.00011139351,0.07090102],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965263,0.0002721297,0.00052386336,0.00069170934,0.0007932887,0.001192717],"domain_scores_gemma":[0.99847776,0.00021559634,0.00024779773,0.000441509,0.00012367644,0.00049365807],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014362579,0.0005324469,0.0007103179,0.00014156668,0.00039976978,0.0005017837,0.0004333631,0.00041999551,0.0009189402],"category_scores_gemma":[0.000041719155,0.0005357336,0.00032577987,0.0010731036,0.00054752536,0.0016362993,0.00015840819,0.0005827789,0.0010973546],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016952869,0.0024920264,0.010885954,0.0012576204,0.0008159285,0.0014968757,0.047156617,0.000020270938,0.00071308453,0.5764137,0.22548111,0.1330973],"study_design_scores_gemma":[0.00076892757,0.0001411074,0.008026389,0.0015427825,0.00030392772,0.000020871339,0.005955723,0.00027108093,0.00068218703,0.0022411323,0.97942334,0.0006225341],"about_ca_topic_score_codex":0.0121176075,"about_ca_topic_score_gemma":0.021002267,"teacher_disagreement_score":0.75394225,"about_ca_system_score_codex":0.00022139923,"about_ca_system_score_gemma":0.0010509074,"threshold_uncertainty_score":0.99999434},"labels":[],"label_agreement":null},{"id":"W4411030939","doi":"10.7202/1116197ar","title":"Analyse des facteurs influençant l’adoption de comportements écoresponsables dans l’industrie de la construction : une revue systématique des leviers et obstacles","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Humanities; Computer science; Political science; Philosophy","score_opus":0.021947445664797893,"score_gpt":0.29116869740147006,"score_spread":0.26922125173667216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411030939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80723804,0.012753306,0.17526251,0.00047570583,0.0006074133,0.00045877823,0.00009266976,0.00048762714,0.0026239182],"genre_scores_gemma":[0.9385562,0.009102957,0.050956663,0.00005054329,0.0001238657,0.00011233387,0.000078427365,0.00014545815,0.00087355194],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996652,0.0008604151,0.0007532608,0.0004951184,0.00025301258,0.0009862039],"domain_scores_gemma":[0.9984389,0.00057604344,0.00014704911,0.00037530134,0.00012863909,0.0003340756],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018094283,0.00051672733,0.00051941216,0.00042891488,0.00038099164,0.00076289795,0.00026644205,0.0004366092,0.000111888956],"category_scores_gemma":[0.00018379385,0.00059297285,0.00018968633,0.0011391937,0.00068039726,0.0009007849,0.00008668153,0.00073560013,0.00003967296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014900722,0.00048996764,0.24669883,0.017974881,0.0017197158,0.0020951072,0.014046272,0.41413325,0.11544413,0.11449167,0.0034962124,0.06926096],"study_design_scores_gemma":[0.0042514927,0.0007560633,0.18811038,0.044417296,0.003259538,0.0042161136,0.1543428,0.35416356,0.1030597,0.068248995,0.07066783,0.004506218],"about_ca_topic_score_codex":0.0030339265,"about_ca_topic_score_gemma":0.00022659956,"teacher_disagreement_score":0.14029653,"about_ca_system_score_codex":0.0026904612,"about_ca_system_score_gemma":0.0013323509,"threshold_uncertainty_score":0.99965215},"labels":[],"label_agreement":null},{"id":"W4411030943","doi":"10.7202/1116178ar","title":"Protéger nos forêts, protéger nos communautés : s’adapter aux feux de forêt dans un climat changeant","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Université du Québec à Montréal; Ouranos","funders":"","keywords":"Adapter (computing); Humanities; Art; Engineering; Electrical engineering","score_opus":0.016371657241801188,"score_gpt":0.2554767901836686,"score_spread":0.23910513294186742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411030943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83381575,0.0230604,0.0067379284,0.024014514,0.011089647,0.018862743,0.0010488793,0.001629857,0.07974028],"genre_scores_gemma":[0.9708092,0.0007566417,0.0056900783,0.0014073036,0.0007814581,0.003397071,0.00011442124,0.00050113694,0.016542671],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920042,0.0009191079,0.0013646436,0.0017045871,0.0012139004,0.0027935256],"domain_scores_gemma":[0.99625844,0.0005570098,0.00033830004,0.0020012837,0.000054245833,0.00079071056],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025045983,0.0012104113,0.0011217337,0.00023089505,0.0009656166,0.0008813957,0.0016732707,0.0007585022,0.0062714755],"category_scores_gemma":[0.00014280328,0.0011598283,0.00056162593,0.0010244709,0.0008847842,0.0017077278,0.0015066497,0.001410401,0.02145214],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008955113,0.0072566937,0.15456317,0.027490117,0.0019498095,0.005111545,0.06314556,0.00085911446,0.24768637,0.030763952,0.15909873,0.3011794],"study_design_scores_gemma":[0.0031430256,0.0018415983,0.0323111,0.008107092,0.00056799105,0.0014170806,0.002075892,0.24906948,0.072988175,0.0015704511,0.62333673,0.0035714132],"about_ca_topic_score_codex":0.010272472,"about_ca_topic_score_gemma":0.0052418136,"teacher_disagreement_score":0.46423796,"about_ca_system_score_codex":0.0016991379,"about_ca_system_score_gemma":0.0004137858,"threshold_uncertainty_score":0.9990852},"labels":[],"label_agreement":null},{"id":"W4411030944","doi":"10.7202/1116191ar","title":"« Limites planétaires » : quels apports dans la lutte écologique ?","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Forestry; Geography","score_opus":0.012543016007706098,"score_gpt":0.27746294442965036,"score_spread":0.2649199284219443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411030944","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43439204,0.04084613,0.0008069945,0.017964529,0.0030671342,0.0006928376,0.00023372199,0.0009848386,0.5010118],"genre_scores_gemma":[0.8879769,0.0037929795,0.00049195526,0.00048612215,0.000469339,0.0002002649,0.00012713116,0.00012980295,0.10632549],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.994496,0.0013414167,0.0007470421,0.0011175759,0.0005850701,0.001712913],"domain_scores_gemma":[0.99704176,0.0013467061,0.00007972203,0.00080585305,0.00020509497,0.00052083435],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014366752,0.00061213766,0.0006568771,0.0002607388,0.00041963308,0.0006797966,0.0006705799,0.0009818628,0.0017118407],"category_scores_gemma":[0.0006449477,0.0006035906,0.0003810845,0.0009622735,0.0010828602,0.0006249323,0.00058217277,0.0011775529,0.0014116692],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001671488,0.0007133206,0.0030506703,0.0029587788,0.00039324386,0.007829819,0.0022267227,0.005465966,0.001299769,0.87179714,0.028240811,0.07585659],"study_design_scores_gemma":[0.0005138813,0.0003931842,0.0021601357,0.00078248663,0.000109571185,0.00066951243,0.0045012077,0.008268092,0.0046497327,0.08102043,0.89608294,0.00084882026],"about_ca_topic_score_codex":0.0068586823,"about_ca_topic_score_gemma":0.0036927732,"teacher_disagreement_score":0.86784214,"about_ca_system_score_codex":0.00058899156,"about_ca_system_score_gemma":0.0017534713,"threshold_uncertainty_score":0.9997547},"labels":[],"label_agreement":null},{"id":"W4411030962","doi":"10.7202/1116186ar","title":"Prévenir la maladaptation dans l’action climatique : une lunette « équité »","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Maladaptation; Environmental science; Psychology; Psychiatry","score_opus":0.04870472082577299,"score_gpt":0.306281501601679,"score_spread":0.257576780775906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411030962","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.082757056,0.08353479,0.0035513788,0.04750432,0.0136857005,0.0009048715,0.00012207615,0.0007359164,0.76720387],"genre_scores_gemma":[0.84729886,0.023598736,0.00095949793,0.0004693816,0.0025082526,0.00014667612,0.000053112544,0.00009725871,0.12486823],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99684393,0.0006464962,0.00053836236,0.0005750052,0.00060968706,0.00078653276],"domain_scores_gemma":[0.9988508,0.00046108893,0.00015562552,0.00022170765,0.0001133644,0.00019740795],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095992367,0.00035719966,0.0004236386,0.00011473223,0.0011144335,0.0004740646,0.00028496244,0.000435318,0.000501282],"category_scores_gemma":[0.000113169226,0.00038837586,0.00026413766,0.0014103128,0.00104661,0.00088681694,0.00010617302,0.000538928,0.0012373774],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015937108,0.00019969734,0.00053635886,0.0006474493,0.00019881976,0.00009059045,0.073259145,0.0000594876,0.0006662638,0.8116495,0.07870524,0.03397153],"study_design_scores_gemma":[0.00030484176,0.00011181694,0.0041115843,0.0006599727,0.00018015204,0.000011748068,0.021418529,0.0025586658,0.00024540877,0.023804637,0.9460642,0.0005284691],"about_ca_topic_score_codex":0.02010632,"about_ca_topic_score_gemma":0.031553354,"teacher_disagreement_score":0.8673589,"about_ca_system_score_codex":0.0007304748,"about_ca_system_score_gemma":0.0005035814,"threshold_uncertainty_score":0.9998568},"labels":[],"label_agreement":null},{"id":"W4411031014","doi":"10.7202/1116177ar","title":"Technologies numériques et limites planétaires, (in)compatibilité ?","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science; Geology","score_opus":0.03851240038113614,"score_gpt":0.3029735608399387,"score_spread":0.2644611604588026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411031014","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12273914,0.60313463,0.00006408353,0.06078212,0.0051779347,0.0006050441,0.00011409112,0.001588171,0.20579475],"genre_scores_gemma":[0.92934805,0.056359,0.00071829604,0.0002418061,0.00038088494,0.00009265316,0.00001585242,0.000049329527,0.012794101],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970408,0.00035643688,0.0005353221,0.00067632523,0.00046274418,0.0009283692],"domain_scores_gemma":[0.99866176,0.00077407534,0.00008504065,0.00031248925,0.000068764406,0.000097844495],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00088849536,0.00037947507,0.00057654263,0.0002040279,0.00050124514,0.0004925261,0.00054273015,0.00046289925,0.00024022063],"category_scores_gemma":[0.0003772463,0.00037439523,0.00020664405,0.0012990152,0.0016805403,0.00075330987,0.0002964584,0.0006624524,0.0006792707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010827994,0.00027024013,0.010512541,0.00046527415,0.000098239674,0.00015502743,0.047064386,0.000011969958,0.00005097857,0.8319507,0.07503788,0.034371886],"study_design_scores_gemma":[0.00022132377,0.00013789337,0.0016535312,0.0012946269,0.000026474801,0.0000040234013,0.06549493,0.0004200012,0.0002496482,0.08782316,0.84214073,0.000533659],"about_ca_topic_score_codex":0.015452534,"about_ca_topic_score_gemma":0.0471168,"teacher_disagreement_score":0.8066089,"about_ca_system_score_codex":0.00049919036,"about_ca_system_score_gemma":0.00047630578,"threshold_uncertainty_score":0.9998708},"labels":[],"label_agreement":null},{"id":"W4411031364","doi":"10.7202/1116185ar","title":"Vers une nouvelle génération de politiques industrielles vertes : défis et perspectives","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.03504101258045224,"score_gpt":0.33806509412420377,"score_spread":0.30302408154375154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411031364","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25519952,0.026566526,0.00021540336,0.28815475,0.0019754348,0.0003684319,0.000078371886,0.00031018583,0.42713135],"genre_scores_gemma":[0.915371,0.021839248,0.0006728603,0.0009783889,0.0009906503,0.000029660949,0.000042144253,0.00004317385,0.060032874],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977733,0.00044694185,0.00028919493,0.00041876044,0.00039206754,0.0006797364],"domain_scores_gemma":[0.99899757,0.0004285491,0.000069832015,0.00015096343,0.00011605073,0.00023703961],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006792954,0.0002600654,0.00023958417,0.00017995069,0.0005323196,0.00042861156,0.00027716527,0.00034538648,0.0007119757],"category_scores_gemma":[0.00016370545,0.0002789002,0.00014269438,0.0010279114,0.0006512488,0.0008391264,0.00007998863,0.00038468916,0.00080953055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013776355,0.00008396424,0.0011850743,0.00006259084,0.00008648826,0.00002323875,0.15224382,0.000008807961,0.00016996203,0.7665538,0.073921904,0.0056465226],"study_design_scores_gemma":[0.00022018013,0.00008569351,0.0034476025,0.00048664171,0.0000494795,0.0000104000455,0.10813807,0.00032666558,0.0009545494,0.022536265,0.86332315,0.00042127247],"about_ca_topic_score_codex":0.039998878,"about_ca_topic_score_gemma":0.0037297162,"teacher_disagreement_score":0.7894013,"about_ca_system_score_codex":0.0006331662,"about_ca_system_score_gemma":0.0033902256,"threshold_uncertainty_score":0.99996847},"labels":[],"label_agreement":null},{"id":"W4411031386","doi":"10.7202/1116200ar","title":"L’industrie touristique côtière de la MRC de Rimouski-Neigette s’adapte-t-elle aux changements climatiques ?","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.040364105986230935,"score_gpt":0.32030278750913277,"score_spread":0.27993868152290186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411031386","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06247473,0.18842745,0.0008696827,0.040335726,0.00520396,0.0009778799,0.00030253513,0.00080380024,0.70060426],"genre_scores_gemma":[0.77027345,0.07818047,0.003312748,0.002442169,0.0058461633,0.00033391194,0.000052407882,0.00021813012,0.13934053],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99508303,0.0011762321,0.0006102726,0.00072534033,0.00069019163,0.0017149542],"domain_scores_gemma":[0.99806064,0.0007855868,0.00017476444,0.00033317966,0.0001489455,0.000496889],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022486472,0.0005505588,0.0006612439,0.00015699233,0.001662702,0.0007601287,0.0006718571,0.0008684241,0.0019453759],"category_scores_gemma":[0.00039398493,0.0006032293,0.0003328201,0.0010023871,0.0016884556,0.0005675016,0.00036346458,0.0010436204,0.00081907894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016855869,0.0003770723,0.0027719152,0.0006189526,0.00036713385,0.00037327356,0.04470164,0.00002419172,0.00019390117,0.45893866,0.47696126,0.014655148],"study_design_scores_gemma":[0.00036302416,0.00016464546,0.0010094016,0.0010413469,0.0001988744,0.000012242858,0.009459366,0.0011434414,0.000646025,0.02120828,0.96405834,0.00069500506],"about_ca_topic_score_codex":0.02710133,"about_ca_topic_score_gemma":0.009964271,"teacher_disagreement_score":0.7077987,"about_ca_system_score_codex":0.0014534842,"about_ca_system_score_gemma":0.0017627334,"threshold_uncertainty_score":0.9999589},"labels":[],"label_agreement":null},{"id":"W4411031432","doi":"10.7202/1116196ar","title":"Quel rôle pour les psychologues du travail et des organisations face à la crise climatique ?","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; Sociology","score_opus":0.06898608533598298,"score_gpt":0.3542127231169142,"score_spread":0.2852266377809312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411031432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8215055,0.025984533,0.0032500606,0.075093284,0.0013042253,0.00081870105,0.000884135,0.00046825202,0.07069132],"genre_scores_gemma":[0.9369578,0.044490896,0.0051839515,0.0025280132,0.0004004192,0.00010231023,0.00013378648,0.0001777374,0.010025092],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99653083,0.0005626331,0.00064812344,0.00077219366,0.0003766752,0.0011095302],"domain_scores_gemma":[0.9982315,0.000547067,0.00013564606,0.0004999466,0.00003534849,0.0005505047],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001196131,0.00048370007,0.00042882358,0.00013146759,0.00065975665,0.00046645402,0.00043882933,0.00042149395,0.012090891],"category_scores_gemma":[0.00017814034,0.0004830946,0.00015718566,0.000583658,0.0008029151,0.0010061663,0.0002705547,0.00066110934,0.012004344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085056665,0.0020585896,0.115472116,0.00382548,0.00011210691,0.00046027135,0.07896368,0.0003276078,0.035333104,0.017188622,0.6612469,0.084926456],"study_design_scores_gemma":[0.002353728,0.00093403185,0.38120502,0.0049673826,0.00036906602,0.0012288842,0.087763734,0.0065024616,0.008309159,0.017350784,0.48664775,0.0023679764],"about_ca_topic_score_codex":0.005606522,"about_ca_topic_score_gemma":0.005793242,"teacher_disagreement_score":0.2657329,"about_ca_system_score_codex":0.0004429447,"about_ca_system_score_gemma":0.0002620156,"threshold_uncertainty_score":0.99976206},"labels":[],"label_agreement":null},{"id":"W4411031454","doi":"10.7202/1116198ar","title":"« J’ai juste besoin de parler » : les histoires de femmes sinistrées au coeur de la recherche sur les conséquences psychosociales des inondations","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; Université du Québec à Montréal","funders":"","keywords":"cons; Humanities; Art","score_opus":0.4083804104807831,"score_gpt":0.4484380343337522,"score_spread":0.04005762385296907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411031454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8660667,0.059519157,0.0008107697,0.05560921,0.00064477115,0.00040150786,0.00048003628,0.00023322336,0.016234653],"genre_scores_gemma":[0.932526,0.045446906,0.011020406,0.0025778867,0.0004935046,0.00013253593,0.000071494745,0.00011476056,0.0076165157],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99520296,0.0017070378,0.0006041954,0.0006309178,0.0003374745,0.0015174032],"domain_scores_gemma":[0.9956547,0.0031865847,0.00016722921,0.00034202053,0.00004430059,0.0006051809],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003106363,0.0004544471,0.00044268285,0.00013435079,0.0013636083,0.00056833023,0.00047834526,0.0007833238,0.00284521],"category_scores_gemma":[0.0011326573,0.0004712555,0.00017465616,0.000582465,0.0029460823,0.0007000826,0.00018970137,0.0010279657,0.0006802856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009416801,0.0008860258,0.45352864,0.003690759,0.00011789792,0.00027008934,0.057692252,0.00020368717,0.027598156,0.009871192,0.19649938,0.24954775],"study_design_scores_gemma":[0.0011231916,0.00049004366,0.22093105,0.0063137407,0.00045479706,0.00055341696,0.026558978,0.0029725851,0.0115521345,0.05698589,0.6704429,0.0016212787],"about_ca_topic_score_codex":0.05545618,"about_ca_topic_score_gemma":0.054366358,"teacher_disagreement_score":0.4739435,"about_ca_system_score_codex":0.003099333,"about_ca_system_score_gemma":0.0018649562,"threshold_uncertainty_score":0.99993646},"labels":[],"label_agreement":null},{"id":"W4411031528","doi":"10.7202/1116184ar","title":"Reboiser les terres dégradées pour augmenter les stocks de carbone et d’azote du sol et lutter contre les changements climatiques en Haïti","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Political science","score_opus":0.02549934758310491,"score_gpt":0.28713642122909694,"score_spread":0.26163707364599204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411031528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6645483,0.018999642,0.00015748525,0.30403763,0.0007215068,0.0009916584,0.00028259904,0.0002940074,0.009967168],"genre_scores_gemma":[0.90376693,0.01612892,0.001060374,0.0022869671,0.0012294925,0.00023076546,0.00047203255,0.000024299125,0.07480022],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956911,0.00091098587,0.0006374235,0.00086724764,0.0006508759,0.0012423283],"domain_scores_gemma":[0.9987697,0.00046252483,0.0001478431,0.00015573166,0.00016137787,0.00030282512],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011448031,0.0006552622,0.0005883317,0.0000898065,0.000676804,0.00088988803,0.00065218954,0.0005410694,0.003973211],"category_scores_gemma":[0.000073055424,0.00028846064,0.00032236637,0.0003282629,0.0002930564,0.00063381874,0.0006353654,0.0008099419,0.0006540532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019508877,0.0011795795,0.14068052,0.0013442714,0.00090206496,0.0006608831,0.010605326,0.000015674685,0.08828762,0.0115479585,0.5592707,0.18531032],"study_design_scores_gemma":[0.0010788869,0.0007695034,0.29250374,0.004066967,0.00021945454,0.00016770394,0.011267684,0.0010525841,0.012176972,0.0032742426,0.6717667,0.0016555536],"about_ca_topic_score_codex":0.011605929,"about_ca_topic_score_gemma":0.012574025,"teacher_disagreement_score":0.30175066,"about_ca_system_score_codex":0.00019385137,"about_ca_system_score_gemma":0.00012276246,"threshold_uncertainty_score":0.9999567},"labels":[],"label_agreement":null},{"id":"W4411031752","doi":"10.7202/1116190ar","title":"Les limites planétaires : garder la Terre dans des conditions viables pour les sociétés humaines","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Art; Humanities","score_opus":0.04988908953801252,"score_gpt":0.350094423267635,"score_spread":0.3002053337296225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411031752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84646475,0.0142967515,0.0027222033,0.010563693,0.002914386,0.0005082574,0.0014915221,0.00034277418,0.120695636],"genre_scores_gemma":[0.97842324,0.00049774314,0.0008903628,0.000066721805,0.0016545637,0.00009285028,0.0002942213,0.000079110505,0.01800119],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758214,0.00023101945,0.0004539819,0.0006274728,0.00027432136,0.0008310673],"domain_scores_gemma":[0.9987081,0.00054400996,0.00010551271,0.00033502732,0.000076246884,0.00023105877],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003248379,0.00047300247,0.00043409984,0.00014843984,0.001258513,0.0011458453,0.0004149055,0.00022078666,0.0031521234],"category_scores_gemma":[0.000032534797,0.00043642113,0.0003216876,0.0003742023,0.0011306959,0.00075306726,0.0001494209,0.000421265,0.001068631],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007361437,0.0011757674,0.13880911,0.0011788803,0.0009078153,0.00019546735,0.009499301,0.0013170125,0.057576463,0.5429854,0.19419347,0.052087713],"study_design_scores_gemma":[0.002089202,0.00041866364,0.020866068,0.005522778,0.00077856303,0.000095857795,0.122634895,0.0059329807,0.037207298,0.086899824,0.71517545,0.002378425],"about_ca_topic_score_codex":0.004038614,"about_ca_topic_score_gemma":0.0005772073,"teacher_disagreement_score":0.52098197,"about_ca_system_score_codex":0.000075347896,"about_ca_system_score_gemma":0.00064890936,"threshold_uncertainty_score":0.99989104},"labels":[],"label_agreement":null},{"id":"W4411032112","doi":"10.7202/1116179ar","title":"Des archives historiques pour documenter le climat du passé","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval; Center for Northern Studies","funders":"","keywords":"Art; Geography; Humanities","score_opus":0.020329043350349234,"score_gpt":0.24215165730289748,"score_spread":0.22182261395254824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411032112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5919561,0.25016168,0.0010075703,0.024531353,0.007484357,0.00057505735,0.0010195498,0.00093986624,0.1223245],"genre_scores_gemma":[0.90815794,0.034863994,0.007614297,0.0004297795,0.0011787892,0.000022430897,0.0002201842,0.00009703095,0.04741558],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959213,0.00061894645,0.0007060342,0.0009478373,0.0004475074,0.001358368],"domain_scores_gemma":[0.9973989,0.001391262,0.00013387504,0.0005563798,0.00004604333,0.0004735541],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061845087,0.0006087093,0.0005861214,0.0003754513,0.0006488445,0.0010239981,0.0006539653,0.0002224971,0.0053977803],"category_scores_gemma":[0.00012919294,0.0005748454,0.0003470193,0.00044421759,0.0009105455,0.0013509067,0.00016428715,0.0005175474,0.006990345],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010350541,0.00081696553,0.4787716,0.006694187,0.00068970956,0.003375018,0.015392815,0.00056440366,0.004676496,0.016175123,0.14477476,0.32703388],"study_design_scores_gemma":[0.0006381067,0.00041073706,0.052292872,0.002136954,0.00013070302,0.0005419623,0.0012042205,0.00810182,0.0020049377,0.005284098,0.9263525,0.0009010717],"about_ca_topic_score_codex":0.00932173,"about_ca_topic_score_gemma":0.008810615,"teacher_disagreement_score":0.78157777,"about_ca_system_score_codex":0.000092505994,"about_ca_system_score_gemma":0.0007275796,"threshold_uncertainty_score":0.9996703},"labels":[],"label_agreement":null},{"id":"W4411032143","doi":"10.7202/1116192ar","title":"Une recette pour un climat stabilisé : trois mesures pour recadrer le système agroalimentaire à l’intérieur des limites planétaires","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Art","score_opus":0.01201433305291698,"score_gpt":0.2550224718515732,"score_spread":0.24300813879865618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411032143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8882862,0.030582977,0.0005430864,0.06241086,0.0012011651,0.0013926206,0.00055432034,0.0005149074,0.014513869],"genre_scores_gemma":[0.9714147,0.004504215,0.0029974887,0.00082198647,0.00046019562,0.00014338239,0.00016631358,0.00020347451,0.019288247],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9928072,0.0008809235,0.0012185841,0.0018333858,0.0010184313,0.0022414755],"domain_scores_gemma":[0.9971942,0.0006299573,0.00027325988,0.0010198137,0.000035781053,0.00084704283],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012524889,0.001213752,0.0009786942,0.00014750178,0.0012948251,0.00077506853,0.00097149046,0.0006539091,0.006190523],"category_scores_gemma":[0.00019072133,0.0010466373,0.0006188729,0.0012306904,0.0022146786,0.0024450691,0.000934664,0.0010158158,0.006545022],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010395489,0.0073811696,0.22083458,0.008322747,0.0020371424,0.0033438012,0.036415912,0.010880864,0.16851665,0.012962532,0.3554602,0.17280483],"study_design_scores_gemma":[0.004213046,0.0019376595,0.5511421,0.0043138466,0.0014460568,0.0020434852,0.07343765,0.0047826734,0.12226995,0.060032174,0.16889447,0.0054868655],"about_ca_topic_score_codex":0.018832034,"about_ca_topic_score_gemma":0.0026060822,"teacher_disagreement_score":0.33030754,"about_ca_system_score_codex":0.0035217123,"about_ca_system_score_gemma":0.00036753458,"threshold_uncertainty_score":0.9991984},"labels":[],"label_agreement":null},{"id":"W4411032147","doi":"10.7202/1116195ar","title":"Les avis d’experts pour améliorer notre compréhension des effets des changements climatiques à grande échelle dans le Grand Nord","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Université du Québec à Rimouski; Université Laval","funders":"","keywords":"Humanities; Forestry; Political science; Geography; Art","score_opus":0.05853169341626482,"score_gpt":0.3692821629546352,"score_spread":0.3107504695383704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411032147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91650885,0.042289745,0.0017500287,0.0069720484,0.005189124,0.0021942398,0.0002909705,0.00041515732,0.024389861],"genre_scores_gemma":[0.9416485,0.024091315,0.005548584,0.0012786712,0.0009526058,0.00057854975,0.00019769515,0.00028770982,0.02541636],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99326587,0.0013095093,0.001147393,0.0009757082,0.00037558866,0.0029259333],"domain_scores_gemma":[0.9973804,0.00096744456,0.00026180033,0.00058529485,0.00041907607,0.0003860263],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013671179,0.0007792336,0.0011270622,0.00030594805,0.010859989,0.00015267961,0.00043106158,0.0008458951,0.0015976512],"category_scores_gemma":[0.00014017345,0.0007137166,0.00034238608,0.00055108586,0.00096762646,0.00046264727,0.0009322417,0.00096377195,0.0020562143],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005274656,0.0024543882,0.15101336,0.017932354,0.0009606927,0.00069756695,0.686415,0.000043681353,0.0046157325,0.0045052874,0.098039515,0.03279495],"study_design_scores_gemma":[0.012943085,0.0028189877,0.13123587,0.022667933,0.0012904924,0.00022796688,0.45337147,0.0050504315,0.005416427,0.01335974,0.3478132,0.0038044122],"about_ca_topic_score_codex":0.03172101,"about_ca_topic_score_gemma":0.16567709,"teacher_disagreement_score":0.24977367,"about_ca_system_score_codex":0.0008320056,"about_ca_system_score_gemma":0.0006284908,"threshold_uncertainty_score":0.9995314},"labels":[],"label_agreement":null},{"id":"W4411032196","doi":"10.7202/1116193ar","title":"L’Anthropocène : réalité géologique ou évènement planétaire ?","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Sociology","score_opus":0.0097024647649903,"score_gpt":0.25256517515676774,"score_spread":0.24286271039177745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411032196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55972093,0.092154644,0.008647611,0.09212543,0.019831166,0.002322212,0.0009975609,0.0007767214,0.22342373],"genre_scores_gemma":[0.9609504,0.007643827,0.0013986942,0.00042115213,0.00024546176,0.0000748801,0.00003937966,0.00007616639,0.029150091],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99633723,0.00023113053,0.00068457145,0.0010760165,0.0005677171,0.0011033135],"domain_scores_gemma":[0.9986548,0.00016037459,0.000121687684,0.0006898422,0.00001537889,0.00035793523],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00080368,0.00047650916,0.00043650783,0.0000883559,0.0004682773,0.00035247658,0.000699527,0.0003664124,0.0074566514],"category_scores_gemma":[0.000029144427,0.0004274764,0.00021335742,0.0005543032,0.0008120005,0.00047334045,0.0006139702,0.00054238556,0.014713012],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119481636,0.0026820535,0.05697632,0.0077323373,0.0005797976,0.004800529,0.0049097124,0.010284798,0.033332776,0.5324518,0.14388593,0.20224446],"study_design_scores_gemma":[0.0007647733,0.0007841767,0.0113112945,0.0033186146,0.00016216257,0.0005822447,0.0025657725,0.12902936,0.005943761,0.0047866097,0.8390893,0.001661982],"about_ca_topic_score_codex":0.003639925,"about_ca_topic_score_gemma":0.0035915845,"teacher_disagreement_score":0.6952033,"about_ca_system_score_codex":0.00054067525,"about_ca_system_score_gemma":0.00019645203,"threshold_uncertainty_score":0.9998177},"labels":[],"label_agreement":null},{"id":"W4411032270","doi":"10.7202/1116188ar","title":"Gouvernance de la décarbonisation des grands événements","year":2024,"lang":"fr","type":"article","venue":"Le climatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Geology","score_opus":0.02724863881975122,"score_gpt":0.3007517925001182,"score_spread":0.273503153680367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411032270","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22989793,0.2508446,0.00077696657,0.0037073044,0.005826206,0.00028414946,0.00005030386,0.00025672984,0.5083558],"genre_scores_gemma":[0.92152506,0.036196496,0.00084076123,0.0002460498,0.0009498966,0.000048433598,0.0000061565083,0.000035441197,0.040151678],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99788505,0.00042413556,0.0002763607,0.00034325672,0.00041197723,0.0006592099],"domain_scores_gemma":[0.9992798,0.00030845637,0.000070218026,0.0001298702,0.000057535337,0.00015414967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096893625,0.00021782723,0.00025967928,0.00004976916,0.0011116936,0.00042075932,0.00024807037,0.0002336116,0.00038498343],"category_scores_gemma":[0.00013954962,0.00023394708,0.00016075694,0.000660657,0.0018702717,0.00042344638,0.00008905009,0.0002660855,0.00036005827],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015085205,0.00028031445,0.015699478,0.0006565327,0.00027322,0.00009871564,0.121162616,0.000020924756,0.00026482926,0.68775594,0.099716514,0.07405581],"study_design_scores_gemma":[0.00040764792,0.000071944094,0.015960962,0.00080645585,0.00011065991,0.000003303956,0.004794434,0.00066471193,0.00018956719,0.07165253,0.90496254,0.00037523863],"about_ca_topic_score_codex":0.019809326,"about_ca_topic_score_gemma":0.0055396436,"teacher_disagreement_score":0.805246,"about_ca_system_score_codex":0.0008944472,"about_ca_system_score_gemma":0.0005069277,"threshold_uncertainty_score":0.9867178},"labels":[],"label_agreement":null}]}