{"meta":{"query_hash":"777bf47af5f5","filters":{"venue":"Optica eBooks"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/777bf47af5f5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Optica+eBooks"},"results":[{"id":"W2199140657","doi":"","title":"Cette publication a été éditée à la suite du séjour de David Dupont à Montréal et Diane Morin à Valence...","year":2009,"lang":"fr","type":"book","venue":"Optica eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Morin; Humanities; Art; Medicine","score_opus":0.024210032022205688,"score_gpt":0.24889368669203157,"score_spread":0.22468365466982587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2199140657","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010912736,0.07019935,0.005959956,0.0709667,0.27961993,0.000159476,0.0016065958,0.0017430863,0.5686537],"genre_scores_gemma":[0.002313579,0.013311366,0.0011170678,0.0038267872,0.009649487,0.00002372902,0.00029355256,0.0005449623,0.9689196],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983937,0.00015412038,0.000043924974,0.0001789706,0.0011087656,0.00012053174],"domain_scores_gemma":[0.99377245,0.0010623467,0.00016125702,0.0003157834,0.0040224795,0.0006658037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014384977,0.0010191562,0.00092863385,0.002835199,0.003262096,0.006585004,0.0013031276,0.0017206202,0.1435637],"category_scores_gemma":[0.0073968004,0.00050059037,0.0007309452,0.0026007907,0.0020264767,0.0028823197,0.0012205486,0.003122829,0.07367716],"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":[0.000007196195,0.000005523526,0.00004973801,0.000082655235,0.000002529687,0.000043710803,0.0001195556,0.000027503535,0.00014718766,0.0065387986,0.96520317,0.027772455],"study_design_scores_gemma":[7.9882005e-7,0.000003124654,0.00008139596,0.00003128875,0.0000014453593,0.000049493177,0.000020963866,0.000008516238,0.000049074028,0.00023274975,0.99951816,0.0000029206642],"about_ca_topic_score_codex":0.08097677,"about_ca_topic_score_gemma":0.19827606,"teacher_disagreement_score":0.1435637,"about_ca_system_score_codex":0.006192362,"about_ca_system_score_gemma":0.008810455,"threshold_uncertainty_score":0.48026842},"labels":[],"label_agreement":null},{"id":"W221722311","doi":"","title":"Fin de siècle","year":2000,"lang":"fr","type":"book","venue":"Optica eBooks","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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":"Exhibition; Theme (computing); Context (archaeology); Fin de siecle; Order (exchange); Art; Period (music); Art history; Humanities; Literature; History; Aesthetics; World Wide Web; Archaeology; Computer science","score_opus":0.16778661568439415,"score_gpt":0.2855349317442898,"score_spread":0.11774831605989564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W221722311","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004581905,0.0049231476,0.0005786492,0.0037911157,0.0018021741,0.000017710192,0.00018955064,0.00016765858,0.9839482],"genre_scores_gemma":[0.07913744,0.0033324044,0.00069222756,0.0016446874,0.0004200687,0.000034431196,0.00022293262,0.00022474237,0.914291],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991103,0.000100273064,0.000017344917,0.00012550066,0.00038630777,0.0002603064],"domain_scores_gemma":[0.999549,0.00008195087,0.000028595221,0.000055249304,0.00017383865,0.0001113462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005725654,0.0006414763,0.0003083328,0.0013546183,0.006867006,0.005789225,0.00067503756,0.0012191718,0.058311764],"category_scores_gemma":[0.0015020152,0.0002241151,0.00035030098,0.0010771449,0.0035986581,0.002487953,0.0031417035,0.0030547918,0.011910087],"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":[0.00013849758,0.000026142572,0.001219134,0.000262605,0.000008514961,0.0008105738,0.012588199,0.00015866543,0.0010334939,0.3584771,0.42916673,0.19611046],"study_design_scores_gemma":[0.0000016780359,0.000003961396,0.00037362843,0.00006424382,8.034676e-7,0.00017488614,0.0004973891,0.00001148829,0.00012288135,0.0014825298,0.99726236,0.0000040976433],"about_ca_topic_score_codex":0.13833244,"about_ca_topic_score_gemma":0.2672033,"teacher_disagreement_score":0.13833244,"about_ca_system_score_codex":0.010320425,"about_ca_system_score_gemma":0.006084551,"threshold_uncertainty_score":0.27505445},"labels":[],"label_agreement":null},{"id":"W2274858135","doi":"","title":"Résidence de recherche jeune création Montréal, Valance (France) : Olivia Boudreau // Anne-Lise Seusse (no 2)","year":2011,"lang":"fr","type":"book","venue":"Optica eBooks","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.44993337223841223,"score_gpt":0.35068868981007906,"score_spread":0.09924468242833318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274858135","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042086225,0.16920312,0.0021555617,0.019277222,0.008623661,0.00009045512,0.0015486858,0.0010395983,0.793853],"genre_scores_gemma":[0.0054360125,0.010202216,0.00049443514,0.00024282734,0.0002299473,0.00001548217,0.00016438607,0.0001823888,0.98303235],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948907,0.000060230952,0.000013028577,0.000116100964,0.00023342518,0.00008821131],"domain_scores_gemma":[0.9995951,0.000076207936,0.00002495622,0.00003427284,0.00015121224,0.00011831627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071327377,0.0013958678,0.0008148875,0.001666012,0.00396723,0.005175707,0.0009373789,0.0013621781,0.15332758],"category_scores_gemma":[0.0009936994,0.00064113765,0.0005344638,0.002502762,0.0011987956,0.0020269947,0.0015306699,0.002422923,0.03615847],"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":[0.000065848,0.000038245267,0.00045758387,0.00020296175,0.0000132923715,0.00022666715,0.0008956917,0.00034317691,0.000686343,0.04679087,0.8006992,0.14958012],"study_design_scores_gemma":[0.0000056043514,0.0000047616973,0.0006314535,0.00005157087,0.0000022269726,0.00007638687,0.0001329118,0.000033246335,0.00015789011,0.00041162438,0.9984871,0.0000052114447],"about_ca_topic_score_codex":0.332879,"about_ca_topic_score_gemma":0.56368643,"teacher_disagreement_score":0.332879,"about_ca_system_score_codex":0.008249577,"about_ca_system_score_gemma":0.010375651,"threshold_uncertainty_score":0.6618829},"labels":[],"label_agreement":null},{"id":"W2559725487","doi":"","title":"Loin des yeux","year":2016,"lang":"fr","type":"book","venue":"Optica eBooks","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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":"Art; Art history; Humanities","score_opus":0.3188573353063127,"score_gpt":0.30376847183167777,"score_spread":0.01508886347463495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559725487","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017831301,0.037398197,0.0005514815,0.01455571,0.008279353,0.00003415849,0.00032382892,0.00036821084,0.9367059],"genre_scores_gemma":[0.004570455,0.004200307,0.0001624038,0.0009662936,0.00046871134,0.000010841586,0.000087416076,0.0001653325,0.98936826],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960154,0.00005405399,0.000011359739,0.000085581276,0.0001732521,0.00007422684],"domain_scores_gemma":[0.99970776,0.000055877783,0.000019150373,0.00003602312,0.00011415244,0.00006699593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003827729,0.0009528837,0.000403546,0.0011404554,0.004269217,0.006253796,0.000492748,0.0014802613,0.16608952],"category_scores_gemma":[0.0013674776,0.0003695329,0.00037548118,0.0010099775,0.0018434629,0.0038200389,0.002498,0.0030353637,0.05782574],"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":[0.00003622039,0.000008174281,0.00014611804,0.000091272006,0.000003091266,0.00019017732,0.0015430351,0.000032612235,0.00025714113,0.03708637,0.9115555,0.04905017],"study_design_scores_gemma":[8.3851455e-7,0.0000020721511,0.0000773308,0.000039612893,5.0797934e-7,0.00007051768,0.00017816208,0.0000048095962,0.000032390322,0.00032772898,0.99926454,0.0000015412173],"about_ca_topic_score_codex":0.022912903,"about_ca_topic_score_gemma":0.05448065,"teacher_disagreement_score":0.16608952,"about_ca_system_score_codex":0.0036768457,"about_ca_system_score_gemma":0.0020930374,"threshold_uncertainty_score":0.5556248},"labels":[],"label_agreement":null}]}