{"meta":{"query_hash":"d758f82bcbdd","filters":{"venue":"Cahiers Droit Sciences & Technologies"},"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/d758f82bcbdd","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cahiers+Droit+Sciences+%26+Technologies"},"results":[{"id":"W2236216255","doi":"10.4000/cdst.229","title":"Les exceptions à la propriété littéraire et artistique aux ﬁns de recherche et d’enseignement","year":2010,"lang":"fr","type":"article","venue":"Cahiers Droit Sciences & Technologies","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","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":"Privy Council Office","funders":"","keywords":"Humanities; Art; Philosophy","score_opus":0.361919599642338,"score_gpt":0.41577606769465897,"score_spread":0.05385646805232097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236216255","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":[0.37415776,0.0047813887,0.099504866,0.1664041,0.0017747944,0.0009184823,0.00005417286,0.0032959748,0.3491085],"genre_scores_gemma":[0.8706117,0.00095832255,0.107717656,0.0012716788,0.00006340315,0.00008126497,0.0000038920666,0.000018645193,0.019273404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99661016,0.00038314503,0.00043676904,0.00095205975,0.00055242766,0.0010654173],"domain_scores_gemma":[0.99773836,0.00067161326,0.00023944267,0.0008496842,0.0002749698,0.00022590694],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0034222482,0.00042590412,0.00034368024,0.00031222662,0.0011084363,0.0031064418,0.0022465063,0.0013848261,0.000051235213],"category_scores_gemma":[0.004302467,0.00033068107,0.0001745456,0.0020008832,0.008688032,0.003245131,0.0007508952,0.0027263558,0.00007926233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023441298,0.00013711934,0.00013385016,0.000024669596,0.0000129308855,0.00007483061,0.004489987,0.000053547512,0.007963628,0.7773991,0.00309826,0.2066097],"study_design_scores_gemma":[0.00023915044,0.0006151935,0.0036341695,0.00023994113,0.000026599013,0.0007058105,0.008792522,0.0024521954,0.014959265,0.84083253,0.1267531,0.0007495255],"about_ca_topic_score_codex":0.0011048429,"about_ca_topic_score_gemma":0.0020785804,"teacher_disagreement_score":0.496454,"about_ca_system_score_codex":0.00048560504,"about_ca_system_score_gemma":0.001589473,"threshold_uncertainty_score":0.9999145},"labels":[],"label_agreement":null},{"id":"W2336937680","doi":"10.4000/cdst.405","title":"L’encadrement juridique de la recherche translationnelle : tentative de cartographie d’une normativité plurielle","year":2015,"lang":"fr","type":"article","venue":"Cahiers Droit Sciences & Technologies","topic":"Biomedical Ethics and Regulation","field":"Medicine","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 de Moncton","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.15384232118364735,"score_gpt":0.38426516298001706,"score_spread":0.2304228417963697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336937680","genre_codex":"commentary","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":[0.34848472,0.06163024,0.16105399,0.3591641,0.0018669029,0.0014474478,0.00004889912,0.0014426708,0.06486103],"genre_scores_gemma":[0.94779664,0.006024646,0.043665476,0.00038471582,0.00011762491,0.00006477861,0.000009033097,0.000020267404,0.0019168359],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967022,0.000728215,0.00044678443,0.00049655326,0.0007642981,0.0008619628],"domain_scores_gemma":[0.99774027,0.0012526857,0.00019751104,0.00032205862,0.00018490264,0.00030256077],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0097611295,0.00028241848,0.00036679895,0.0005319433,0.00051157695,0.00009647583,0.0005568069,0.002197707,0.000048740938],"category_scores_gemma":[0.0022496618,0.00024127204,0.00014866475,0.0029165854,0.025969645,0.00032004341,0.00008936714,0.002084874,0.000029939521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010729378,0.00062047254,0.0030903865,0.0004367622,0.00023374308,0.00017498147,0.11846198,0.00073700276,0.012445139,0.4497267,0.01008769,0.40387785],"study_design_scores_gemma":[0.0014642531,0.001058753,0.0014504252,0.00069483917,0.00020697425,0.00017366176,0.17935488,0.009132081,0.036980543,0.73109925,0.037901573,0.00048279477],"about_ca_topic_score_codex":0.0008412724,"about_ca_topic_score_gemma":0.00014706394,"teacher_disagreement_score":0.5993119,"about_ca_system_score_codex":0.0010995492,"about_ca_system_score_gemma":0.0025796583,"threshold_uncertainty_score":0.99909765},"labels":[],"label_agreement":null},{"id":"W2792954704","doi":"10.4000/cdst.537","title":"Prohibition de la GPA et intérêt de l’enfant dans la jurisprudence de la Cour de cassation","year":2017,"lang":"fr","type":"article","venue":"Cahiers Droit Sciences & Technologies","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","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":"Privy Council Office","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.010907645286949543,"score_gpt":0.342510701643388,"score_spread":0.33160305635643844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792954704","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":[0.92402285,0.0010749046,0.006621188,0.009869459,0.00034520688,0.00034206637,0.000026059639,0.00066338055,0.057034872],"genre_scores_gemma":[0.9851952,0.0058939047,0.0075217043,0.0003085726,0.00012399584,0.00006488219,0.0000021508836,0.000023998127,0.0008655579],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9957757,0.0010641194,0.00040201208,0.0007122301,0.00066152285,0.0013844278],"domain_scores_gemma":[0.997307,0.0011307952,0.0005584278,0.0006988427,0.00010621903,0.00019872277],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.010427495,0.0003442806,0.00036657666,0.00028039757,0.0037793198,0.0015488444,0.0026383216,0.0013497836,0.000021358252],"category_scores_gemma":[0.006131298,0.00034824043,0.00016384602,0.0006898212,0.03329186,0.0013642219,0.00025851978,0.001226411,0.000023269138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001559315,0.00015841435,0.16713925,0.000056333527,0.0000326207,0.0002315464,0.045563024,0.00032268307,0.012567592,0.75544155,0.000962564,0.017508848],"study_design_scores_gemma":[0.00074618304,0.00033557048,0.17723167,0.0009995721,0.0001958356,0.0005222417,0.1477123,0.0047002733,0.04687931,0.5854399,0.03403672,0.0012003994],"about_ca_topic_score_codex":0.0052906116,"about_ca_topic_score_gemma":0.0021735348,"teacher_disagreement_score":0.17000163,"about_ca_system_score_codex":0.0015610392,"about_ca_system_score_gemma":0.0021878572,"threshold_uncertainty_score":0.99994665},"labels":[],"label_agreement":null},{"id":"W3087601386","doi":"10.4000/cdst.1191","title":"Les salles de consommation de drogue à moindre risque","year":2020,"lang":"fr","type":"paratext","venue":"Cahiers Droit Sciences & Technologies","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","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":"Computer science","score_opus":0.04940347389017225,"score_gpt":0.3424912036107058,"score_spread":0.29308772972053354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087601386","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":[0.51188797,0.08076418,0.035639934,0.048615865,0.00525019,0.004120344,0.00081734767,0.0069538504,0.30595034],"genre_scores_gemma":[0.94252014,0.015327176,0.017755419,0.0006932099,0.00064012577,0.00030422263,0.00017514918,0.00013737007,0.022447158],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99320924,0.00033207895,0.0011126996,0.00181764,0.0011728192,0.0023555425],"domain_scores_gemma":[0.99625814,0.0010732204,0.00082813855,0.001114316,0.00027252044,0.00045366454],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.0016835455,0.0010584464,0.001540919,0.0012357264,0.0015064072,0.00037841327,0.0030779664,0.003510829,0.0005352286],"category_scores_gemma":[0.007407865,0.0010397132,0.00033692303,0.00311628,0.017331216,0.00047592423,0.0005984895,0.0037480956,0.004544084],"study_design_candidate":"qualitative","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":[0.00021207122,0.0005612338,0.012313637,0.0034015435,0.0008154285,0.0013714285,0.041734073,0.0062996023,0.02501107,0.18847056,0.17671072,0.5430986],"study_design_scores_gemma":[0.001764078,0.0026246877,0.0010309907,0.0038411173,0.0009359086,0.0008419106,0.6758737,0.021496303,0.08049901,0.039932825,0.16845135,0.0027080958],"about_ca_topic_score_codex":0.00069336494,"about_ca_topic_score_gemma":0.00022083067,"teacher_disagreement_score":0.63413966,"about_ca_system_score_codex":0.0033400352,"about_ca_system_score_gemma":0.0028839,"threshold_uncertainty_score":0.99979347},"labels":[],"label_agreement":null}]}