{"id":"W4408720544","doi":"10.1515/9780776645285-001","title":"Abstract","year":2025,"lang":"fr","type":"book-chapter","venue":"University of Ottawa Press eBooks","topic":"Artificial Intelligence Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001494435,0.0007273697,0.0004778409,0.002856838,0.002943515,0.007310851,0.00141677,0.002174809,0.3353688],"category_scores_gemma":[0.003753826,0.0003178213,0.0006749433,0.002689398,0.000838338,0.002594008,0.003146468,0.001637488,0.2120089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005390248,"about_ca_system_score_gemma":0.009048314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0288786,"about_ca_topic_score_gemma":0.05029474,"domain_scores_codex":[0.9980291,0.0001695313,0.00009613358,0.0002404512,0.001189309,0.0002755604],"domain_scores_gemma":[0.997436,0.0001976112,0.0001013642,0.0002610334,0.00155817,0.0004459599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006066709,0.00004984218,0.001079971,0.0003430263,0.000007127605,0.0002244305,0.0004539368,0.0001913273,0.0006088801,0.0410992,0.7700775,0.1858041],"study_design_scores_gemma":[0.000002167355,0.00001127222,0.0006310746,0.00008420413,0.000002161059,0.00007575413,0.0001435383,0.00002749579,0.0001423861,0.001114348,0.9977618,0.00000371362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002157816,0.006586828,0.003141846,0.01081371,0.008617302,0.0002108287,0.005485013,0.0008966509,0.96209],"genre_scores_gemma":[0.01213287,0.004517077,0.001755352,0.002671107,0.0009709161,0.00008318316,0.004033288,0.0002527331,0.9735835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6646312,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06818769001521699,"score_gpt":0.2558531850414706,"score_spread":0.1876654950262536,"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."}}