{"id":"W4378877767","doi":"10.7202/1100084ar","title":"Pour l’avancement des sciences. Histoire de l’Acfas (1923-2023)","year":2023,"lang":"fr","type":"article","venue":"Le Naturaliste canadien","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0005475382,0.0002645028,0.0003155794,0.0001170188,0.005826896,0.0001324447,0.0006188825,0.0001952081,0.0004998775],"category_scores_gemma":[0.0003507234,0.0002425624,0.0001875959,0.002054099,0.00454753,0.0004308359,0.0001810182,0.000303895,0.0007224071],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007289352,"about_ca_system_score_gemma":0.0007890367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5684099,"about_ca_topic_score_gemma":0.5037384,"domain_scores_codex":[0.9970816,0.0001700656,0.0002687098,0.0005146993,0.000569665,0.001395233],"domain_scores_gemma":[0.9988893,0.0001406786,0.0001261603,0.000141577,0.0002000196,0.0005022608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007993903,0.0000424299,0.00109089,0.00008525298,0.00006302889,0.0002093558,0.01311756,0.0001137716,0.0001079211,0.5665379,0.3920202,0.02660372],"study_design_scores_gemma":[0.0002499623,0.00007414921,0.00280069,0.0001024547,0.00004717401,0.000007500742,0.0113218,0.0001352547,0.00001828362,0.01213636,0.9727304,0.0003759573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1023524,0.04994375,0.000004440054,0.1028331,0.01233279,0.000357069,0.0001741303,0.0002679987,0.7317343],"genre_scores_gemma":[0.3884463,0.00244504,0.0002983132,0.001459915,0.0007874795,0.00002377736,0.00001562957,0.00001606485,0.6065075],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5807102,"threshold_uncertainty_score":0.9981615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088074795363909,"score_gpt":0.3015402432947301,"score_spread":0.1927327637583392,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}