{"meta":{"query_hash":"91e9d84534ab","filters":{"venue":"Langue française"},"cohort_total":26,"direct_labels_cover":0,"predictions_cover":26,"exported":26,"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/91e9d84534ab","api":"https://metacan.xera.ac/api/v1/cohort?venue=Langue+fran%C3%A7aise"},"results":[{"id":"W1984593531","doi":"10.3406/lfr.2004.6808","title":"La qualification péjorative dans tous ses états","year":2004,"lang":"en","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulgarity; Feeling; False accusation; Psychology; Linguistics; Insult; Point (geometry); Social psychology; Sociology; Philosophy; Aesthetics","score_opus":0.027712805299940094,"score_gpt":0.27101593396119633,"score_spread":0.24330312866125625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984593531","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":[0.31126076,0.0006319791,0.00060371874,0.0006654565,0.00031259755,0.00011118498,0.00012934992,0.00013212787,0.6861528],"genre_scores_gemma":[0.995344,0.000017314504,0.00009136523,0.0001677042,0.00095242495,0.000012712033,0.000080399164,0.000013707162,0.0033203622],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994471,0.000027960674,0.0001353138,0.00014145397,0.00012725878,0.00012088058],"domain_scores_gemma":[0.9995954,0.00003657472,0.000056394754,0.00017271034,0.00009103966,0.00004786506],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008092774,0.00009517514,0.000119979886,0.000052874297,0.0002100333,0.00009815663,0.00009689619,0.000032452877,0.0011636429],"category_scores_gemma":[0.00005507091,0.00007662506,0.00006937512,0.00003353544,0.00013979764,0.00006685628,0.000013686347,0.000070961825,0.00031981742],"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":[0.000006989516,0.00011431516,0.00014924427,0.000012295197,0.000047900172,0.00003608206,0.13689828,0.00015615635,0.00011485971,0.85949314,0.0023017316,0.00066900236],"study_design_scores_gemma":[0.0011099749,0.000092167036,0.0008299311,0.00009073821,0.00025879272,0.0000046656087,0.052032236,0.0001331938,0.0012524505,0.03225672,0.91139144,0.0005476867],"about_ca_topic_score_codex":0.0073085753,"about_ca_topic_score_gemma":0.011327072,"teacher_disagreement_score":0.9090897,"about_ca_system_score_codex":0.000015899459,"about_ca_system_score_gemma":0.000028424089,"threshold_uncertainty_score":0.9997494},"labels":[],"label_agreement":null},{"id":"W1992671078","doi":"10.3917/lf.150.0066","title":"Dérivations sémantiques et collocations dans le DiCo/LAF","year":2006,"lang":"fr","type":"article","venue":"Langue française","topic":"Spanish Linguistics and Language Studies","field":"Arts and Humanities","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Syntagmatic analysis; Computer science; Natural language processing; Artificial intelligence; Linguistics; Lexical item; Philosophy","score_opus":0.00949449491643231,"score_gpt":0.22840860383241973,"score_spread":0.21891410891598742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992671078","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":[0.039097115,0.048691276,0.001533806,0.011755064,0.0026216826,0.00037114776,0.0013861425,0.00026501788,0.89427876],"genre_scores_gemma":[0.8077319,0.00035402435,0.0005724377,0.0005037892,0.0034634206,0.000059136073,0.000340057,0.000055102046,0.1869201],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865764,0.00008204837,0.0003765613,0.0002927972,0.00020232642,0.0003886345],"domain_scores_gemma":[0.999032,0.00014907114,0.00012364383,0.00033769885,0.00028916379,0.000068387875],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016681146,0.00026514722,0.00028174566,0.0001042242,0.0012846022,0.0002660306,0.00019578353,0.00010432169,0.0021249277],"category_scores_gemma":[0.00014044927,0.00026968573,0.00015075703,0.00011140553,0.00060595624,0.00013793209,0.000076430464,0.00022022819,0.0002734229],"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":[0.0000033541842,0.0003184809,0.0009494765,0.00006472906,0.00006169158,0.000041683077,0.022092799,0.00010042948,0.00006561568,0.8196783,0.15632945,0.00029399007],"study_design_scores_gemma":[0.0003989318,0.000044489716,0.008008655,0.000129179,0.000124211,0.0000051813763,0.008622525,0.00023288115,0.00011084286,0.004459524,0.97751784,0.00034575534],"about_ca_topic_score_codex":0.20190369,"about_ca_topic_score_gemma":0.18065292,"teacher_disagreement_score":0.8211884,"about_ca_system_score_codex":0.00003635739,"about_ca_system_score_gemma":0.0001015516,"threshold_uncertainty_score":0.99997556},"labels":[],"label_agreement":null},{"id":"W2011202975","doi":"10.3917/lf.163.0003","title":"Une approche dialogique des faits grammaticaux","year":2009,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Humanities; Philosophy","score_opus":0.02450455954246085,"score_gpt":0.25320555390413124,"score_spread":0.2287009943616704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011202975","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":[0.028445944,0.035233356,0.001739532,0.00981972,0.0012375006,0.00028558617,0.00022350886,0.0001716264,0.9228432],"genre_scores_gemma":[0.8995136,0.0008997471,0.0012376712,0.0010785762,0.0069987522,0.000013993654,0.00011635039,0.000037269918,0.09010401],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984891,0.00007135915,0.00037286407,0.0003095799,0.00023739363,0.0005197451],"domain_scores_gemma":[0.9990086,0.00008900385,0.00011615947,0.00036980913,0.00020710875,0.00020933838],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020398627,0.00029982443,0.00039696015,0.00010088669,0.00053757156,0.00029362645,0.00024609835,0.00016613124,0.0038818985],"category_scores_gemma":[0.00020445716,0.00026213605,0.0002686387,0.00013543971,0.00052545447,0.0001292344,0.0000289696,0.00026094227,0.0007813355],"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":[0.0000163076,0.00041854838,0.00015658847,0.00013229689,0.000118962846,0.00014235453,0.030083833,0.000060206425,0.000024927122,0.9091802,0.029110556,0.030555213],"study_design_scores_gemma":[0.00044790126,0.00017400552,0.00081048463,0.00024270748,0.00049436,0.000006514743,0.0031385045,0.00081840827,0.00006143893,0.11557132,0.8777562,0.00047818813],"about_ca_topic_score_codex":0.021006774,"about_ca_topic_score_gemma":0.008937991,"teacher_disagreement_score":0.8710677,"about_ca_system_score_codex":0.000027236445,"about_ca_system_score_gemma":0.00004151843,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W2011417228","doi":"10.3917/lf.162.0055","title":"Préassertion, réassertion, désassertion : construction et déconstruction de l'opération de prise en charge","year":2009,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Assertion; Philosophy; Linguistics; Computer science; Programming language","score_opus":0.010892057576429009,"score_gpt":0.25545762201255,"score_spread":0.244565564436121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011417228","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":[0.809163,0.0105996085,0.020642329,0.036003944,0.004890101,0.0008200203,0.00026649653,0.00054687774,0.11706766],"genre_scores_gemma":[0.9770482,0.0011589427,0.0019822633,0.0011072183,0.005719085,0.000031484476,0.00036934612,0.000044202076,0.012539243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997779,0.00031381773,0.0005952719,0.00042694155,0.00031277532,0.0005721559],"domain_scores_gemma":[0.99858725,0.000070419046,0.00031697628,0.0003428804,0.00045262044,0.00022984332],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069140893,0.00034887082,0.00034513313,0.0002586619,0.00068191526,0.00046924144,0.00015855882,0.00032676655,0.0029867333],"category_scores_gemma":[0.0002726183,0.00037493752,0.00025148905,0.00016822323,0.00019767764,0.0006061892,0.000017950997,0.00038528783,0.00023693919],"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":[0.000101611906,0.0004644883,0.0057285917,0.00011131793,0.00014141259,0.000033022134,0.017199108,0.00050759315,0.0027106008,0.9438992,0.009601112,0.019501898],"study_design_scores_gemma":[0.0021600777,0.00048679527,0.025106816,0.0007223947,0.0015612303,0.00021192615,0.0073272656,0.025334688,0.0042589316,0.052377444,0.8790746,0.0013778444],"about_ca_topic_score_codex":0.0072913636,"about_ca_topic_score_gemma":0.0023196267,"teacher_disagreement_score":0.8915218,"about_ca_system_score_codex":0.00025109833,"about_ca_system_score_gemma":0.00029929684,"threshold_uncertainty_score":0.99987024},"labels":[],"label_agreement":null},{"id":"W2029235715","doi":"10.3917/lf.160.0073","title":"Dire décalé et sélection de point de vue dans la métalepse","year":2008,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Object (grammar); Selection (genetic algorithm); Linguistics; Scope (computer science); Philosophy; Point (geometry); Humanities; Computer science; Mathematics; Artificial intelligence","score_opus":0.020101651761061445,"score_gpt":0.26545163161845714,"score_spread":0.2453499798573957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029235715","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":[0.29404566,0.00937226,0.0009560928,0.003128365,0.0008525246,0.00011167808,0.00027415156,0.00011531987,0.69114393],"genre_scores_gemma":[0.8912379,0.0013230832,0.00024682112,0.0007242166,0.003458375,0.000016056252,0.00007096138,0.00004665283,0.10287595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986921,0.00016942574,0.00025263135,0.0002551386,0.00018704619,0.0004436732],"domain_scores_gemma":[0.99921083,0.00012078269,0.00008829064,0.0002775368,0.000105493775,0.00019708961],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028359465,0.00022768037,0.0002667279,0.00010426213,0.0006102071,0.0001320824,0.0001488,0.0001602523,0.005306513],"category_scores_gemma":[0.00013491829,0.00022230169,0.00025849085,0.000074269126,0.00043760773,0.00011870762,0.000044054348,0.00029955385,0.00028302017],"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":[0.00004273511,0.0006826794,0.008578813,0.00014484746,0.00022125381,0.001801834,0.24569479,0.0005635721,0.00025347408,0.63177276,0.10949866,0.0007446277],"study_design_scores_gemma":[0.0005772989,0.00008029598,0.004855387,0.00017476648,0.0003974898,0.00021669151,0.0075931246,0.0029433933,0.00024166208,0.004360958,0.97813237,0.000426541],"about_ca_topic_score_codex":0.062362365,"about_ca_topic_score_gemma":0.021925788,"teacher_disagreement_score":0.86863375,"about_ca_system_score_codex":0.0000861476,"about_ca_system_score_gemma":0.00015955334,"threshold_uncertainty_score":0.9959215},"labels":[],"label_agreement":null},{"id":"W2055133469","doi":"10.3406/lfr.2004.6809","title":"Interprétation des insultes et relations de solidarité","year":2004,"lang":"en","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Argumentative; Pragmatics; Linguistics; Meaning (existential); Solidarity; Semantics (computer science); Interpretation (philosophy); Relevance theory; Relation (database); Evidentiality; Negotiation; Psychology; Sociology; Epistemology; Philosophy; Computer science; Cognition","score_opus":0.022264952260269564,"score_gpt":0.2685815749390447,"score_spread":0.24631662267877516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055133469","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":[0.29151618,0.0007301568,0.003584699,0.0010145836,0.00021588228,0.00007148807,0.00006380475,0.00011983952,0.7026833],"genre_scores_gemma":[0.99572253,0.00001612594,0.0006122909,0.00038824877,0.00047953735,0.000008059825,0.000055886012,0.000010988012,0.0027063468],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996097,0.00001226508,0.000107525586,0.00008509526,0.000070576956,0.00011482387],"domain_scores_gemma":[0.99971896,0.000028146302,0.000033191776,0.00009589232,0.00008260511,0.000041224837],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000741844,0.000064853186,0.00007478244,0.000063489715,0.00020540426,0.00010102698,0.00006114551,0.00002302349,0.0015970813],"category_scores_gemma":[0.00011550104,0.000055644527,0.000056518475,0.000028551478,0.000095520234,0.00009406901,0.000013287089,0.00006964263,0.00022884899],"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":[0.0000042821966,0.000069784895,0.0011114546,0.000008294545,0.000030333636,0.000009707643,0.07095324,0.000806177,0.000037033245,0.9254959,0.0009517036,0.0005220683],"study_design_scores_gemma":[0.0017709368,0.00013331293,0.0067292,0.00029818524,0.00035767877,0.000007200318,0.015528682,0.0015525415,0.00057256164,0.4486405,0.5237699,0.0006392785],"about_ca_topic_score_codex":0.009038575,"about_ca_topic_score_gemma":0.020559838,"teacher_disagreement_score":0.70420635,"about_ca_system_score_codex":0.000020171003,"about_ca_system_score_gemma":0.000036646954,"threshold_uncertainty_score":0.9993156},"labels":[],"label_agreement":null},{"id":"W2055554502","doi":"10.3917/lf.181.0079","title":"Les grammaires de référence dans la francophonie : contextualisations et variations","year":2014,"lang":"fr","type":"article","venue":"Langue française","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.016650208945703352,"score_gpt":0.24654356562903473,"score_spread":0.22989335668333138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055554502","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":[0.004440446,0.016849095,0.028562374,0.003128941,0.002964643,0.00018968456,0.0008419417,0.00017784166,0.94284505],"genre_scores_gemma":[0.949084,0.00021539873,0.0010476256,0.00056133146,0.0022666298,0.000045999026,0.00006610932,0.000039697057,0.046673216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986038,0.00028745603,0.0002990885,0.00025306188,0.00018645634,0.00037010948],"domain_scores_gemma":[0.9984965,0.0007993067,0.00010851246,0.00027905247,0.00017664791,0.0001399961],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037101403,0.00023319617,0.00028095572,0.00007007458,0.0010663519,0.00015485824,0.00019585917,0.00013658308,0.0029561466],"category_scores_gemma":[0.0009897602,0.00022376807,0.00014132794,0.00007547472,0.00062143354,0.00007154028,0.00005144863,0.00031161992,0.00022524048],"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":[0.0000050933354,0.00014093268,0.0003362776,0.00006782759,0.00005272268,0.000028591789,0.16565041,0.000061787636,0.000020293894,0.8076015,0.017144931,0.008889608],"study_design_scores_gemma":[0.0003445531,0.00006554651,0.0039785714,0.00012929022,0.00011417511,0.000006073616,0.0044907955,0.0009375706,0.000005892277,0.004872054,0.98477256,0.00028292206],"about_ca_topic_score_codex":0.12949729,"about_ca_topic_score_gemma":0.076719396,"teacher_disagreement_score":0.96762764,"about_ca_system_score_codex":0.00007558642,"about_ca_system_score_gemma":0.00007088356,"threshold_uncertainty_score":0.99795526},"labels":[],"label_agreement":null},{"id":"W2060648770","doi":"10.3917/lf.175.0091","title":"De l'intérêt d'articuler les dimensions discursive et interactionnelle de la conversation. Le cas d'une profession en voie de légitimation","year":2012,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Conversation; Sociology; Art; Philosophy; Linguistics","score_opus":0.014180786836432095,"score_gpt":0.2984776314879007,"score_spread":0.2842968446514686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060648770","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":[0.84857637,0.018519396,0.00922437,0.02285487,0.002506941,0.0004927121,0.00030191147,0.00014119147,0.09738225],"genre_scores_gemma":[0.98457515,0.00042074526,0.00071901927,0.0004357995,0.002164934,0.000030491068,0.00015056707,0.00003523216,0.011468059],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855644,0.0004307063,0.00025225958,0.00016391095,0.00015291931,0.00044375446],"domain_scores_gemma":[0.99890435,0.0004167972,0.00014503911,0.00019224531,0.00013909879,0.00020248561],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000570477,0.00018902698,0.00020231241,0.00009758674,0.0006087762,0.00016989549,0.00009170812,0.00016291041,0.003397504],"category_scores_gemma":[0.0003435592,0.00016855104,0.00015392614,0.000060672442,0.00023443972,0.0003591957,0.000057838028,0.00031597522,0.00021418724],"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":[0.00003743955,0.00077543216,0.0150987925,0.00013199853,0.0002103379,0.000034015917,0.3465197,0.0012996378,0.0007121391,0.59180003,0.04219535,0.0011850969],"study_design_scores_gemma":[0.0014011436,0.00007857772,0.023588847,0.00083068426,0.0012665897,0.000050256454,0.15227316,0.027840452,0.0020168766,0.010243436,0.77968645,0.00072352914],"about_ca_topic_score_codex":0.05817185,"about_ca_topic_score_gemma":0.0030700653,"teacher_disagreement_score":0.7374911,"about_ca_system_score_codex":0.00017294301,"about_ca_system_score_gemma":0.0001510366,"threshold_uncertainty_score":0.99751353},"labels":[],"label_agreement":null},{"id":"W2088807886","doi":"10.3917/lf.154.0061","title":"Les marqueurs discursifs réactifs dans une variété de français en contact intense avec l'anglais","year":2007,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Argumentative; Utterance; Linguistics; Opposition (politics); Value (mathematics); Humanities; Variety (cybernetics); Philosophy; Political science; Mathematics; Law","score_opus":0.014038722842338938,"score_gpt":0.2646265255451762,"score_spread":0.25058780270283726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088807886","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":[0.32021862,0.024466958,0.0063843173,0.006419855,0.004844469,0.0005003307,0.0014138698,0.00028441157,0.6354672],"genre_scores_gemma":[0.9253429,0.00043530102,0.00021365235,0.00062808546,0.0064384565,0.000016467577,0.00020311057,0.0001242679,0.066597715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678606,0.00017049149,0.0007729913,0.0006296318,0.00046838922,0.0011724242],"domain_scores_gemma":[0.99759567,0.0005562113,0.0002748712,0.0007217374,0.0003441131,0.0005073909],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00094666117,0.00061742216,0.00074983644,0.00030970955,0.0008427944,0.0003436507,0.00051727705,0.00039557938,0.0152568575],"category_scores_gemma":[0.00031309886,0.0005632498,0.0006303384,0.0002262968,0.00060705765,0.00021886267,0.00012777609,0.0007340205,0.0008398288],"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":[0.00029507623,0.00076669554,0.022907471,0.00030849085,0.0010232686,0.002548424,0.4034998,0.000033447242,0.00026614833,0.5127051,0.0343977,0.02124836],"study_design_scores_gemma":[0.0013609235,0.00023315188,0.03254473,0.0004458052,0.0015075014,0.000058505906,0.03708984,0.0006603232,0.0003216574,0.0025969127,0.9221571,0.0010235709],"about_ca_topic_score_codex":0.41245726,"about_ca_topic_score_gemma":0.16514719,"teacher_disagreement_score":0.8877594,"about_ca_system_score_codex":0.00021269207,"about_ca_system_score_gemma":0.00011294828,"threshold_uncertainty_score":0.99993813},"labels":[],"label_agreement":null},{"id":"W2102992633","doi":"10.3917/lf.167.0141","title":"« À bas la francophonie ! » De la mission civilisatrice du français en Afrique à sa mise en discours postcoloniale","year":2010,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.005543773168182588,"score_gpt":0.2638506790275798,"score_spread":0.2583069058593972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102992633","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":[0.8273031,0.012135976,0.00007226202,0.029591551,0.0050361054,0.00046182823,0.00016386133,0.00018947166,0.12504584],"genre_scores_gemma":[0.97397095,0.0020202098,0.0011568441,0.00045003588,0.0068241474,0.000032739175,0.000017676519,0.00005802887,0.015469352],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99615836,0.0014037018,0.00040611223,0.00054369925,0.00058618723,0.0009019178],"domain_scores_gemma":[0.9957146,0.0030697528,0.0001738392,0.0003426265,0.00018892714,0.000510279],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019407172,0.0004553766,0.000552961,0.00006490732,0.0012316095,0.00015817623,0.00067287934,0.001162489,0.0031219828],"category_scores_gemma":[0.003324435,0.00039333533,0.00034761988,0.0004829255,0.0015802552,0.00022554086,0.00019100308,0.001347041,0.0005157708],"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":[0.00008808678,0.0005999581,0.06487896,0.00019791618,0.00018429011,0.000639374,0.82427996,0.000027642162,0.0023557127,0.023330884,0.06749933,0.015917893],"study_design_scores_gemma":[0.00094974926,0.000058385802,0.06663114,0.00014792636,0.00016730627,0.000026346268,0.017964417,0.000076691074,0.00016182802,0.0018066568,0.9114265,0.0005830981],"about_ca_topic_score_codex":0.11451604,"about_ca_topic_score_gemma":0.017482297,"teacher_disagreement_score":0.84392715,"about_ca_system_score_codex":0.0001376741,"about_ca_system_score_gemma":0.0003592937,"threshold_uncertainty_score":0.9998519},"labels":[],"label_agreement":null},{"id":"W2110003332","doi":"10.3917/lf.154.0003","title":"Présentation. Les marqueurs discursifs. Sens et variation","year":2007,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy","score_opus":0.02199363328021074,"score_gpt":0.2858335539313396,"score_spread":0.2638399206511288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110003332","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":[0.05870478,0.026921565,0.008795045,0.027255151,0.0149677675,0.00047128357,0.0010930023,0.00020672298,0.86158466],"genre_scores_gemma":[0.8797964,0.0005254335,0.0005217958,0.0007623054,0.017134503,0.0000066323587,0.00042454543,0.000054412696,0.10077396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859,0.00007349902,0.00037653468,0.00027571525,0.0002962702,0.0003880135],"domain_scores_gemma":[0.9990549,0.000168216,0.00016598596,0.0002582214,0.00021550393,0.00013714482],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049253105,0.00022250303,0.00023324495,0.00015321583,0.00045171008,0.00023087127,0.00012189418,0.00012593041,0.008632559],"category_scores_gemma":[0.00012192195,0.00020611886,0.00017824276,0.00008071938,0.00021843286,0.00016462243,0.000035458004,0.00021409968,0.0004430259],"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":[0.000028057406,0.0002870212,0.0016794488,0.00009527028,0.00018344757,0.00013037429,0.04609853,0.00015014499,0.00003549706,0.8915196,0.053473383,0.006319217],"study_design_scores_gemma":[0.00046466815,0.00004594456,0.009991051,0.000120002405,0.00049713184,0.00000471862,0.0064737014,0.0005512276,0.000045524783,0.0029070063,0.97855383,0.00034517117],"about_ca_topic_score_codex":0.042962294,"about_ca_topic_score_gemma":0.025918609,"teacher_disagreement_score":0.9250805,"about_ca_system_score_codex":0.00003806801,"about_ca_system_score_gemma":0.000043832813,"threshold_uncertainty_score":0.9922737},"labels":[],"label_agreement":null},{"id":"W2201486184","doi":"10.3917/lf.188.0077","title":"La nomination identitaire : de l’inapproprié aux réappropriations","year":2015,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nomination; Humanities; Political science; Philosophy","score_opus":0.03619356526497623,"score_gpt":0.2865078226310732,"score_spread":0.25031425736609697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2201486184","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":[0.072358444,0.025559591,0.0013699897,0.009248169,0.0024794608,0.00023161688,0.00031616137,0.000120420584,0.88831615],"genre_scores_gemma":[0.9058118,0.00019352739,0.00035816574,0.00017790539,0.0049307975,0.000026189891,0.00013455002,0.00003877321,0.08832833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987389,0.00012472547,0.00027857846,0.00023800573,0.00028840787,0.00033139615],"domain_scores_gemma":[0.99883187,0.00006813856,0.00012357786,0.0002949907,0.00044244027,0.0002389911],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005111358,0.00019238553,0.0002272034,0.00013822246,0.00037508292,0.00035962267,0.00019942867,0.00016783741,0.002744726],"category_scores_gemma":[0.00040669186,0.00019036233,0.00016301541,0.00009087307,0.00030343333,0.00020913074,0.00006329261,0.00022770102,0.0008890162],"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":[0.000011061886,0.0002967636,0.0007966419,0.00008112097,0.00011560643,0.00010015595,0.04088026,0.00018598048,0.0000065354448,0.8894544,0.06126332,0.0068081347],"study_design_scores_gemma":[0.0005745366,0.000047828653,0.00041848354,0.00009827525,0.0004383411,0.000009615371,0.013393886,0.00516,0.000017777073,0.014155976,0.9654043,0.00028102042],"about_ca_topic_score_codex":0.030312574,"about_ca_topic_score_gemma":0.010333363,"teacher_disagreement_score":0.90414095,"about_ca_system_score_codex":0.00009678049,"about_ca_system_score_gemma":0.00031767212,"threshold_uncertainty_score":0.9998889},"labels":[],"label_agreement":null},{"id":"W2887793649","doi":"10.3917/lf.199.0083","title":"L’évaluation des difficultés en lecture du français","year":2018,"lang":"fr","type":"article","venue":"Langue française","topic":"Reading and Literacy Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec; University of Ottawa","funders":"","keywords":"Valuation (finance); Political science; Humanities; Philosophy; Economics; Accounting","score_opus":0.018739192539348287,"score_gpt":0.2920967279271553,"score_spread":0.273357535387807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887793649","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":[0.89670545,0.017937109,0.0043118997,0.0036089546,0.0076282797,0.00040442983,0.00006168095,0.00021097783,0.06913125],"genre_scores_gemma":[0.94175595,0.00017103461,0.004314345,0.0010046674,0.004537899,0.000056524237,0.000111702066,0.00007717674,0.04797069],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973509,0.00054468086,0.000459812,0.0005968303,0.0003320981,0.0007157204],"domain_scores_gemma":[0.9985754,0.00028496012,0.00011596505,0.0005548882,0.00025372146,0.00021510229],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00072505325,0.00039231608,0.0003729473,0.00016456701,0.00038247198,0.00008834601,0.0003314267,0.0005371641,0.01949208],"category_scores_gemma":[0.0002637534,0.00036031537,0.00016206488,0.00045231904,0.00046690158,0.00014941434,0.00006733919,0.00041204775,0.011947995],"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":[0.00011868929,0.0004093767,0.022083068,0.00011634037,0.00020587443,0.00011332675,0.36400148,0.00003778457,0.0008007227,0.000930249,0.12445333,0.48672977],"study_design_scores_gemma":[0.0014972725,0.00023540821,0.22477672,0.000301994,0.000113840884,0.00013846342,0.0007373097,0.00046924932,0.00070478505,0.000754928,0.769793,0.00047704478],"about_ca_topic_score_codex":0.010281648,"about_ca_topic_score_gemma":0.0010154013,"teacher_disagreement_score":0.64533967,"about_ca_system_score_codex":0.00008726109,"about_ca_system_score_gemma":0.00006967492,"threshold_uncertainty_score":0.9998849},"labels":[],"label_agreement":null},{"id":"W2888872744","doi":"10.3917/lf.199.0051","title":"Apprendre à lire-écrire en français","year":2018,"lang":"fr","type":"article","venue":"Langue française","topic":"Reading and Literacy Development","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec; University of Ottawa","funders":"","keywords":"Humanities; Psychology; Linguistics; Philosophy; Art","score_opus":0.012227950450174026,"score_gpt":0.28700518977372463,"score_spread":0.2747772393235506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888872744","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":[0.28783667,0.030981205,0.0009379202,0.008676694,0.020754125,0.0005508573,0.00026759898,0.00042399717,0.64957094],"genre_scores_gemma":[0.7126369,0.000095426396,0.00190848,0.001489543,0.0050983923,0.000058293026,0.00008595953,0.00010251366,0.2785245],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967377,0.0004172454,0.00060099945,0.00083150424,0.00035651884,0.0010559884],"domain_scores_gemma":[0.99805355,0.00024903452,0.00013927706,0.0010218787,0.00016079034,0.00037543924],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00053456944,0.00050398306,0.0005352837,0.00021531575,0.00029559995,0.00009122018,0.00060071197,0.00066573336,0.039913587],"category_scores_gemma":[0.000109155175,0.0005057089,0.00022906704,0.0004994266,0.00046444277,0.00018949035,0.00014499016,0.00061271153,0.051277895],"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":[0.000114538634,0.00042157844,0.009335912,0.0001572192,0.00026040865,0.00033627954,0.18222855,0.0000025084696,0.00021265724,0.004151703,0.52456045,0.2782182],"study_design_scores_gemma":[0.0013568457,0.00022288323,0.03267358,0.00040815482,0.0000910169,0.00015028221,0.0012407174,0.0001224898,0.00038751657,0.00017416208,0.96257174,0.0006006362],"about_ca_topic_score_codex":0.012621586,"about_ca_topic_score_gemma":0.00059496186,"teacher_disagreement_score":0.43801126,"about_ca_system_score_codex":0.000059550828,"about_ca_system_score_gemma":0.00007021758,"threshold_uncertainty_score":0.99973947},"labels":[],"label_agreement":null},{"id":"W3216537259","doi":"10.3917/lf.212.0057","title":"Étude comparative des particules interrogatives en picard et dans deux variétés de français parlées au Canada","year":2021,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Université de Montréal","funders":"","keywords":"Humanities; Philosophy","score_opus":0.03309718717530528,"score_gpt":0.32156204459335946,"score_spread":0.28846485741805417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216537259","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":[0.9133099,0.004535051,0.004420361,0.008786163,0.0030564766,0.0002107976,0.0002676151,0.00007568717,0.065338],"genre_scores_gemma":[0.99064326,0.00018102542,0.002907341,0.0017176155,0.00086903316,0.00003850774,0.00006361813,0.000022029706,0.0035575696],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99661577,0.001511753,0.0003823312,0.0004177669,0.00035825607,0.00071413163],"domain_scores_gemma":[0.99797726,0.000950056,0.00013740108,0.00027104144,0.0003035043,0.00036073008],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005567318,0.0002701902,0.00047138112,0.000035434376,0.00050196436,0.000064008345,0.00031905883,0.00022741703,0.0027564147],"category_scores_gemma":[0.0014495285,0.00027736678,0.00013141887,0.00038433744,0.00080548774,0.00013848381,0.00012264596,0.0003559738,0.00011645619],"study_design_candidate":"qualitative","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":[0.000024158622,0.00025826343,0.09064007,0.00007119488,0.00028098043,0.0006135432,0.7944042,0.00038413604,0.0005384809,0.10324737,0.008703893,0.0008336949],"study_design_scores_gemma":[0.0012482896,0.00009609849,0.44321266,0.00028009096,0.00032626025,0.000059060254,0.14542268,0.0007024871,0.003852756,0.0025704803,0.401529,0.000700125],"about_ca_topic_score_codex":0.95111215,"about_ca_topic_score_gemma":0.9970734,"teacher_disagreement_score":0.6489815,"about_ca_system_score_codex":0.0004397528,"about_ca_system_score_gemma":0.0028483202,"threshold_uncertainty_score":0.9999679},"labels":[],"label_agreement":null},{"id":"W4220879452","doi":"10.3917/lf.213.0081","title":"Nouvelles perspectives sur les périphrases verbales : le cas d’ apprendre à","year":2022,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.02167231827509617,"score_gpt":0.23442972419806,"score_spread":0.21275740592296383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220879452","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":[0.23586778,0.4787633,0.000037623322,0.009466847,0.0027841409,0.0002787659,0.0042977203,0.0001734625,0.26833037],"genre_scores_gemma":[0.9002454,0.0013557492,0.00004223086,0.00013081997,0.0036857098,0.000050025978,0.00020176714,0.000057404744,0.09423086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818003,0.00015334078,0.00032081205,0.00047133715,0.0004119109,0.00046256057],"domain_scores_gemma":[0.9989179,0.0001587318,0.00015121732,0.00040746934,0.00022975227,0.00013493834],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017464964,0.00032175102,0.00041075304,0.00017533037,0.0022721367,0.00021951109,0.00035823658,0.000071286704,0.03634931],"category_scores_gemma":[0.00012807563,0.00033362117,0.0003894431,0.000115526156,0.0005267839,0.00011976633,0.0002587276,0.00038313912,0.00014406705],"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":[0.000043762386,0.0009960033,0.0007435082,0.00013110632,0.00038487386,0.00036443552,0.16647708,0.0008098412,0.000024086816,0.73238295,0.095237,0.002405338],"study_design_scores_gemma":[0.00041201268,0.00008345585,0.00020088328,0.000045902547,0.00027000447,0.000011291687,0.24245845,0.00051754585,0.00002474628,0.0005559162,0.75505704,0.0003627204],"about_ca_topic_score_codex":0.15325345,"about_ca_topic_score_gemma":0.039233975,"teacher_disagreement_score":0.731827,"about_ca_system_score_codex":0.000081825274,"about_ca_system_score_gemma":0.0001995469,"threshold_uncertainty_score":0.9999116},"labels":[],"label_agreement":null},{"id":"W4230188861","doi":"10.3406/lfr.2007.6689","title":"La réduplication pragmatique des marqueurs discursifs. De là à là là","year":2007,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Reduplication; Linguistics; Computer science; Philosophy","score_opus":0.01610641037836796,"score_gpt":0.27994287033971066,"score_spread":0.2638364599613427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230188861","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":[0.15963003,0.020226277,0.0051697567,0.003968428,0.0011401393,0.00036533922,0.0003834319,0.00017183492,0.80894476],"genre_scores_gemma":[0.93506694,0.00086749624,0.0007165171,0.00047044692,0.004178691,0.00002561296,0.00017327859,0.0000688448,0.058432173],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981419,0.0001279981,0.0004525239,0.0003569753,0.00026842943,0.00065220194],"domain_scores_gemma":[0.9985667,0.00027355843,0.00019844061,0.00046272678,0.0002257415,0.000272854],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00089890073,0.00031014695,0.00033284523,0.00017004262,0.0005547449,0.00029076595,0.0002808462,0.00024285984,0.0043625985],"category_scores_gemma":[0.00025784736,0.0002855442,0.00026035417,0.00012600227,0.0006745342,0.00018029481,0.000062790234,0.00035082345,0.00042851974],"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":[0.00004293555,0.00049597217,0.0059063076,0.00033052007,0.00021224047,0.00021112173,0.046438746,0.000077993594,0.00008888942,0.8736029,0.048613433,0.023978923],"study_design_scores_gemma":[0.0004221705,0.00005738155,0.0063596107,0.0003212051,0.00048607896,0.000018656172,0.0062012686,0.00066225993,0.00020872045,0.010861454,0.9739586,0.00044257918],"about_ca_topic_score_codex":0.029246999,"about_ca_topic_score_gemma":0.032306883,"teacher_disagreement_score":0.9253452,"about_ca_system_score_codex":0.00010573248,"about_ca_system_score_gemma":0.0000972973,"threshold_uncertainty_score":0.99995965},"labels":[],"label_agreement":null},{"id":"W4235487071","doi":"10.3406/lfr.2006.6854","title":"Dérivations sémantiques et collocations dans le DiCo/LAF","year":2006,"lang":"fr","type":"article","venue":"Langue française","topic":"Spanish Linguistics and Language Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Syntagmatic analysis; Computer science; Natural language processing; Linguistics; Artificial intelligence; Lexical item; Philosophy","score_opus":0.00949449491643231,"score_gpt":0.22840860383241973,"score_spread":0.21891410891598742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235487071","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":[0.039097115,0.048691276,0.001533806,0.011755064,0.0026216826,0.00037114776,0.0013861425,0.00026501788,0.89427876],"genre_scores_gemma":[0.8077319,0.00035402435,0.0005724377,0.0005037892,0.0034634206,0.000059136073,0.000340057,0.000055102046,0.1869201],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865764,0.00008204837,0.0003765613,0.0002927972,0.00020232642,0.0003886345],"domain_scores_gemma":[0.999032,0.00014907114,0.00012364383,0.00033769885,0.00028916379,0.000068387875],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016681146,0.00026514722,0.00028174566,0.0001042242,0.0012846022,0.0002660306,0.00019578353,0.00010432169,0.0021249277],"category_scores_gemma":[0.00014044927,0.00026968573,0.00015075703,0.00011140553,0.00060595624,0.00013793209,0.000076430464,0.00022022819,0.0002734229],"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":[0.0000033541842,0.0003184809,0.0009494765,0.00006472906,0.00006169158,0.000041683077,0.022092799,0.00010042948,0.00006561568,0.8196783,0.15632945,0.00029399007],"study_design_scores_gemma":[0.0003989318,0.000044489716,0.008008655,0.000129179,0.000124211,0.0000051813763,0.008622525,0.00023288115,0.00011084286,0.004459524,0.97751784,0.00034575534],"about_ca_topic_score_codex":0.20190369,"about_ca_topic_score_gemma":0.18065292,"teacher_disagreement_score":0.8211884,"about_ca_system_score_codex":0.00003635739,"about_ca_system_score_gemma":0.0001015516,"threshold_uncertainty_score":0.99997556},"labels":[],"label_agreement":null},{"id":"W4242590661","doi":"10.3917/lf.144.0059","title":"La qualification péjorative dans tous ses états","year":2004,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"","keywords":"Insult; Vulgarity; False accusation; Feeling; Psychology; Point (geometry); Pejorative; Social psychology; Linguistics; Perception; Sociology; Philosophy; Aesthetics","score_opus":0.024794454850243987,"score_gpt":0.27761513197584475,"score_spread":0.25282067712560075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242590661","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":[0.15420353,0.028753456,0.0013576038,0.006272943,0.0019370442,0.00026724258,0.0010297984,0.00014083242,0.80603755],"genre_scores_gemma":[0.960894,0.0004713037,0.00018556914,0.00025335283,0.0032999283,0.000018700928,0.00017907444,0.000035446752,0.034662623],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881196,0.00009825888,0.0002965271,0.0002818911,0.00022609434,0.0002852808],"domain_scores_gemma":[0.99914485,0.00009506655,0.00013619229,0.00031191373,0.0001904539,0.000121529156],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017615194,0.00022327977,0.00026179123,0.00009040051,0.0004882462,0.00023349006,0.00016875665,0.00012727139,0.002877385],"category_scores_gemma":[0.00011072905,0.0002063789,0.00017360812,0.00008144565,0.0005053209,0.00013415453,0.00003148478,0.00019427693,0.0009548728],"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":[0.000012501828,0.0003297497,0.00013197673,0.000069875394,0.00013756033,0.00014205197,0.11415388,0.0005141999,0.000052872678,0.87708366,0.0054523023,0.0019193586],"study_design_scores_gemma":[0.000699205,0.00008437652,0.0003628594,0.00022792429,0.0004405878,0.000007997567,0.026587313,0.00014099487,0.0003435621,0.016069312,0.9546278,0.00040805156],"about_ca_topic_score_codex":0.043792095,"about_ca_topic_score_gemma":0.020829849,"teacher_disagreement_score":0.94917554,"about_ca_system_score_codex":0.00005983638,"about_ca_system_score_gemma":0.000097103504,"threshold_uncertainty_score":0.999823},"labels":[],"label_agreement":null},{"id":"W4253079846","doi":"10.3406/lfr.2007.6690","title":"Les marqueurs discursifs réactifs dans une variété de français en contact intense avec l'anglais","year":2007,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Argumentative; Utterance; Humanities; Value (mathematics); Philosophy; Political science; Linguistics; Mathematics","score_opus":0.014038722842338938,"score_gpt":0.2646265255451762,"score_spread":0.25058780270283726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253079846","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":[0.32021862,0.024466958,0.0063843173,0.006419855,0.004844469,0.0005003307,0.0014138698,0.00028441157,0.6354672],"genre_scores_gemma":[0.9253429,0.00043530102,0.00021365235,0.00062808546,0.0064384565,0.000016467577,0.00020311057,0.0001242679,0.066597715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678606,0.00017049149,0.0007729913,0.0006296318,0.00046838922,0.0011724242],"domain_scores_gemma":[0.99759567,0.0005562113,0.0002748712,0.0007217374,0.0003441131,0.0005073909],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00094666117,0.00061742216,0.00074983644,0.00030970955,0.0008427944,0.0003436507,0.00051727705,0.00039557938,0.0152568575],"category_scores_gemma":[0.00031309886,0.0005632498,0.0006303384,0.0002262968,0.00060705765,0.00021886267,0.00012777609,0.0007340205,0.0008398288],"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":[0.00029507623,0.00076669554,0.022907471,0.00030849085,0.0010232686,0.002548424,0.4034998,0.000033447242,0.00026614833,0.5127051,0.0343977,0.02124836],"study_design_scores_gemma":[0.0013609235,0.00023315188,0.03254473,0.0004458052,0.0015075014,0.000058505906,0.03708984,0.0006603232,0.0003216574,0.0025969127,0.9221571,0.0010235709],"about_ca_topic_score_codex":0.41245726,"about_ca_topic_score_gemma":0.16514719,"teacher_disagreement_score":0.8877594,"about_ca_system_score_codex":0.00021269207,"about_ca_system_score_gemma":0.00011294828,"threshold_uncertainty_score":0.99993813},"labels":[],"label_agreement":null},{"id":"W4253648401","doi":"10.3917/lf.152.0082","title":"Aspects psycholinguistiques du traitement des démonstratifs : résultats « croisés » en français et en anglais","year":2006,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Demonstrative; Referent; Linguistics; Deixis; Pronoun; Determiner; Noun; Philosophy; Definiteness; Psychology","score_opus":0.013216454967906466,"score_gpt":0.26847825353395527,"score_spread":0.2552617985660488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253648401","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":[0.1669996,0.04104295,0.00054893823,0.0052117114,0.0024207542,0.00043313872,0.0013516815,0.0002586665,0.78173256],"genre_scores_gemma":[0.961502,0.0010925193,0.0010887404,0.000635386,0.014473273,0.000050883784,0.00034919192,0.00010899545,0.020699017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99684805,0.00029433862,0.0008322749,0.0006852303,0.0005304421,0.00080967596],"domain_scores_gemma":[0.9981511,0.00035464138,0.00023291745,0.0005360566,0.00047358428,0.00025166312],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061044865,0.0006337217,0.0006641005,0.0002667327,0.00077116623,0.00068798754,0.00042452646,0.0002841407,0.010147858],"category_scores_gemma":[0.00029641544,0.0006034575,0.0004904561,0.00017163719,0.0007389309,0.00024038753,0.00008304114,0.00046987415,0.0006817155],"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":[0.000049602717,0.00124462,0.004363366,0.00029689827,0.00037306655,0.0007054183,0.07747426,0.0003691067,0.00011005268,0.8592219,0.050041817,0.0057499385],"study_design_scores_gemma":[0.0012787787,0.00018501533,0.014419658,0.000492053,0.0007174643,0.000021759486,0.0028136107,0.0007753142,0.00025151804,0.025135439,0.95299953,0.00090987224],"about_ca_topic_score_codex":0.22993828,"about_ca_topic_score_gemma":0.14761095,"teacher_disagreement_score":0.9029577,"about_ca_system_score_codex":0.00009737539,"about_ca_system_score_gemma":0.0001312147,"threshold_uncertainty_score":0.99964166},"labels":[],"label_agreement":null},{"id":"W4316095082","doi":"10.3917/lf.221.0123","title":"L’intégration morphosyntaxique des italianismes culinaires en français : variation diatopique et emprunt","year":2024,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.013071524804714421,"score_gpt":0.2598888046831158,"score_spread":0.2468172798784014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316095082","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":[0.31271544,0.30643502,0.019866178,0.03193883,0.014085546,0.0011385514,0.0030305912,0.0010684159,0.30972144],"genre_scores_gemma":[0.9634436,0.0040765307,0.00052265765,0.0004497765,0.005955708,0.000063201034,0.00029603048,0.000081979815,0.025110519],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805635,0.00021677208,0.0004857571,0.0004982282,0.00032333497,0.0004195274],"domain_scores_gemma":[0.9989343,0.00026710535,0.0000874231,0.000341959,0.00021478508,0.00015440746],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004927507,0.00038760007,0.00036958882,0.00024314843,0.0005055478,0.0009686028,0.00020317541,0.00025541414,0.008571543],"category_scores_gemma":[0.00019979688,0.00035279163,0.00035995926,0.00015312614,0.00030186368,0.00049368985,0.00006841072,0.0003867965,0.0012913282],"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":[0.000013363204,0.00020378025,0.00059875264,0.00064317527,0.00038595637,0.00031637252,0.107665315,0.0002608362,0.00015093644,0.8650862,0.01523658,0.009438723],"study_design_scores_gemma":[0.00028588748,0.00012949064,0.007975866,0.0011759258,0.00086526276,0.000018029461,0.0024719518,0.010844098,0.00030918696,0.026672471,0.94857013,0.0006817196],"about_ca_topic_score_codex":0.11827216,"about_ca_topic_score_gemma":0.03937375,"teacher_disagreement_score":0.9333335,"about_ca_system_score_codex":0.00009111619,"about_ca_system_score_gemma":0.00015755447,"threshold_uncertainty_score":0.9998924},"labels":[],"label_agreement":null},{"id":"W4381164292","doi":"10.3917/lf.218.0029","title":"C’est où la reunion ? ou la demande d’identification","year":2023,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Philosophy","score_opus":0.02394854652433292,"score_gpt":0.2748465298694744,"score_spread":0.25089798334514146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381164292","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":[0.05601657,0.019936137,0.00020983904,0.0113111865,0.004253,0.00027505768,0.0010039179,0.00042069508,0.9065736],"genre_scores_gemma":[0.76453656,0.0017042265,0.000019941746,0.000100795885,0.004522709,0.000020938347,0.0005396106,0.000044291093,0.2285109],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855447,0.00015101465,0.0003413021,0.00031263355,0.00026970872,0.0003708871],"domain_scores_gemma":[0.99892193,0.00024005263,0.00013436576,0.00042766592,0.00014728108,0.00012868734],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006483278,0.00019974222,0.00023658671,0.0002086433,0.00045788268,0.0004182887,0.00021749381,0.00016250041,0.0034172838],"category_scores_gemma":[0.00023328063,0.00019455967,0.00018752636,0.00018134326,0.0002893669,0.00012624568,0.000071899034,0.00021091136,0.004186113],"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":[0.000009907619,0.0001494285,0.0005568144,0.00015462474,0.00013087002,0.00022604853,0.011609179,0.00018243157,0.00006280046,0.85201806,0.12585947,0.00904037],"study_design_scores_gemma":[0.00028865522,0.000017221582,0.0025879536,0.00015966043,0.00031984076,0.000004110438,0.0022019632,0.002466159,0.00004181129,0.0045823236,0.9870772,0.00025314407],"about_ca_topic_score_codex":0.009522642,"about_ca_topic_score_gemma":0.0051433574,"teacher_disagreement_score":0.8612177,"about_ca_system_score_codex":0.0000198682,"about_ca_system_score_gemma":0.00005087413,"threshold_uncertainty_score":0.99749374},"labels":[],"label_agreement":null},{"id":"W4393305897","doi":"10.3917/lf.221.0021","title":"Les procédés (morpho-)syntaxiques de l’interrogation totale directe en français québécois des années 2000 : l’as-tu lu ?, tu l’as-tu lu ?, est-ce que tu l’as lu ?","year":2024,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Interrogative; Humanities; Philosophy; Physics; Linguistics","score_opus":0.01590561442551012,"score_gpt":0.2606604263996586,"score_spread":0.24475481197414847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393305897","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":[0.58797896,0.11764215,0.00017834565,0.0038646571,0.00163777,0.00055534294,0.00087198464,0.0006290849,0.28664172],"genre_scores_gemma":[0.8842897,0.0050151027,0.000350083,0.0005153426,0.005182902,0.000116215364,0.00030888716,0.00022017272,0.104001634],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99559844,0.0003331961,0.0009439787,0.0011299982,0.00066989515,0.0013245026],"domain_scores_gemma":[0.9974741,0.00047287453,0.00025544205,0.00077904837,0.00050392566,0.00051466055],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065344636,0.00095761265,0.00095809466,0.0005799363,0.0013026502,0.0015360315,0.0006469525,0.00052419683,0.018860305],"category_scores_gemma":[0.000524753,0.0009132277,0.00084744196,0.0003000769,0.00081593345,0.00066743296,0.00018512276,0.00080735155,0.0022069316],"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":[0.00030177156,0.001157968,0.0024211414,0.0026782018,0.0018064119,0.0028416526,0.45130697,0.0003064346,0.0012679998,0.42646036,0.027180618,0.0822705],"study_design_scores_gemma":[0.0006007202,0.0003551841,0.0005854224,0.0027047927,0.0014995254,0.00015402494,0.04986901,0.0028367224,0.0025762583,0.0045136404,0.93299174,0.0013129679],"about_ca_topic_score_codex":0.79390574,"about_ca_topic_score_gemma":0.4805299,"teacher_disagreement_score":0.90581113,"about_ca_system_score_codex":0.00059212366,"about_ca_system_score_gemma":0.001304019,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W4399585335","doi":"10.3917/lf.222.0005","title":"Éditorial","year":2024,"lang":"fr","type":"article","venue":"Langue française","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chemistry","score_opus":0.07799581815576556,"score_gpt":0.3867487925799332,"score_spread":0.30875297442416766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399585335","genre_codex":"editorial","genre_gemma":"other","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":[0.2504506,0.11353288,0.0002532736,0.12413466,0.31518197,0.00091599615,0.00067064917,0.0011138626,0.19374608],"genre_scores_gemma":[0.42237616,0.00048332146,0.00029031694,0.0026309327,0.07630507,0.000021809385,0.00007911852,0.000056925066,0.49775636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813676,0.00019915761,0.0002669915,0.0003595032,0.00048056233,0.00055700244],"domain_scores_gemma":[0.9991864,0.00018933894,0.000038018665,0.00022898546,0.000112857015,0.00024438713],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030436466,0.0002060999,0.00018737998,0.00005916614,0.00026197004,0.00023344686,0.0002413095,0.00032503856,0.0067082094],"category_scores_gemma":[0.00016349579,0.00019112213,0.00017994562,0.0002903861,0.0006891674,0.0003952818,0.000039031256,0.00028526093,0.0056638634],"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":[0.0000033594097,0.000040380513,0.00034427905,0.000108053435,0.000052888936,0.00006388498,0.10701246,0.000016338257,0.000114971604,0.15518396,0.7325508,0.004508618],"study_design_scores_gemma":[0.00016752158,0.000016555012,0.00090668636,0.00011715884,0.00007657843,0.0000047132153,0.0036899012,0.0004851482,0.00009815387,0.00032050474,0.99386287,0.00025421],"about_ca_topic_score_codex":0.055598132,"about_ca_topic_score_gemma":0.01235813,"teacher_disagreement_score":0.30401027,"about_ca_system_score_codex":0.00049938663,"about_ca_system_score_gemma":0.0005259148,"threshold_uncertainty_score":0.99511033},"labels":[],"label_agreement":null},{"id":"W4399590138","doi":"10.3917/lf.222.0009","title":"L’exemplification en français : perspectives linguistiques. Introduction","year":2024,"lang":"fr","type":"article","venue":"Langue française","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exemplification; Sociology; Linguistics; Philosophy","score_opus":0.01143802701652362,"score_gpt":0.2654664127950106,"score_spread":0.25402838577848696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399590138","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":[0.0075566024,0.522168,0.0011770321,0.042997763,0.015017627,0.00034482134,0.0006755668,0.0005744674,0.4094881],"genre_scores_gemma":[0.78760666,0.0038060127,0.0002071513,0.0000967331,0.07931894,0.0000305316,0.00021226953,0.00007804265,0.12864365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814904,0.00010519783,0.00040049283,0.0006555193,0.0002991345,0.00039063915],"domain_scores_gemma":[0.9988119,0.00014101392,0.00006720157,0.00046687183,0.00037711542,0.00013587966],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037737563,0.00032492445,0.00032144517,0.00030188105,0.00043856565,0.0006981465,0.00020460217,0.0001956952,0.025908256],"category_scores_gemma":[0.00037058032,0.00031138744,0.0003204641,0.00017754889,0.000404646,0.00020509257,0.000048538088,0.00046190273,0.0031624716],"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":[0.000011835094,0.00015699487,0.000044990382,0.00028923215,0.00026033397,0.00009108072,0.11683192,0.000052857235,0.000041321608,0.75531405,0.11615502,0.010750368],"study_design_scores_gemma":[0.00012620122,0.000056048997,0.0001701824,0.00026066144,0.00061105523,0.000009800486,0.010231922,0.0031192722,0.0000784822,0.0039196406,0.98103476,0.00038200535],"about_ca_topic_score_codex":0.03269141,"about_ca_topic_score_gemma":0.002858202,"teacher_disagreement_score":0.8648797,"about_ca_system_score_codex":0.00010680548,"about_ca_system_score_gemma":0.000091490896,"threshold_uncertainty_score":0.99993384},"labels":[],"label_agreement":null}]}