{"id":"W4386928741","doi":"10.7202/1105660ar","title":"Préface","year":2023,"lang":"fr","type":"article","venue":"Lex Electronica","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Unit on Children's Psychosocial Maladjustment; Université de Montréal","funders":"","keywords":"Face (sociological concept); Computer science; Philosophy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001307721,0.0009224873,0.0006685994,0.004594609,0.003394026,0.003994104,0.001089584,0.001002613,0.5300971],"category_scores_gemma":[0.01074597,0.0002726806,0.0005261026,0.003218778,0.0006374412,0.002215866,0.001916717,0.002388129,0.3649592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002946817,"about_ca_system_score_gemma":0.002838838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01373421,"about_ca_topic_score_gemma":0.01434727,"domain_scores_codex":[0.9992089,0.000137357,0.00004822576,0.0001190264,0.0004093896,0.00007718429],"domain_scores_gemma":[0.9950062,0.0007758217,0.0001697094,0.0004471466,0.003091331,0.0005097176],"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":[0.00001469885,0.000009127351,0.00005828086,0.00004744984,0.000001008866,0.0000179724,0.00004391712,0.0000222551,0.00004066848,0.003260396,0.9774918,0.01899237],"study_design_scores_gemma":[0.000003034942,0.000005648591,0.0002709802,0.00008167617,0.000001040354,0.00001567552,0.00007754339,0.00001353128,0.00004704047,0.001414414,0.9980661,0.000003174295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001123322,0.006036707,0.002683166,0.02162356,0.1331697,0.000472267,0.02051787,0.001120034,0.8132533],"genre_scores_gemma":[0.003338794,0.001945612,0.0008438788,0.003039607,0.01172176,0.0002262244,0.007270584,0.0005311443,0.9710824],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4699029,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075437282523527,"score_gpt":0.2891076447694471,"score_spread":0.2483532719442119,"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."}}