{"id":"W4413730749","doi":"10.64628/aam.3rk5nmtme","title":"L’IA pour le meilleur, sans le pire","year":2018,"lang":"fr","type":"preprint","venue":"","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006646623,0.001495876,0.001080696,0.002052702,0.004756125,0.0138659,0.001153125,0.004812415,0.04574464],"category_scores_gemma":[0.02159454,0.0004291444,0.001449779,0.001478672,0.008273213,0.01294409,0.004071764,0.01154756,0.01595147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006577491,"about_ca_system_score_gemma":0.004025668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01081691,"about_ca_topic_score_gemma":0.008854571,"domain_scores_codex":[0.9925944,0.00337087,0.0003260251,0.001285252,0.001662184,0.0007613282],"domain_scores_gemma":[0.9903492,0.002198364,0.0005378763,0.003299448,0.002845617,0.0007695903],"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":[0.00004854177,0.00003163762,0.0003773556,0.0001053059,0.0000287385,0.00009349205,0.001079796,0.0002075666,0.0006646213,0.9103304,0.06039327,0.0266392],"study_design_scores_gemma":[0.00002666444,0.00003224989,0.0006525461,0.000260586,0.00001350054,0.0002777741,0.0008110831,0.0005564143,0.0005949046,0.1654944,0.8312421,0.0000377609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01029828,0.0160527,0.04611634,0.2844509,0.02543905,0.0001091659,0.0006822698,0.001178619,0.6156728],"genre_scores_gemma":[0.2914344,0.01218776,0.03295468,0.04495483,0.01828161,0.0004660413,0.0007233314,0.001524405,0.5974729],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04574464,"threshold_uncertainty_score":0.1530311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04036765119570844,"score_gpt":0.3273183690981122,"score_spread":0.2869507179024037,"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."}}