{"id":"W4400319739","doi":"10.47854/gea2f270","title":"Positionnalité","year":2024,"lang":"fr","type":"article","venue":"Anthropen","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.005085398,0.0008961342,0.0006576367,0.002477092,0.005578481,0.01433551,0.002783783,0.003833845,0.160587],"category_scores_gemma":[0.01908121,0.0004389518,0.000777745,0.003523214,0.008417064,0.01221202,0.006569659,0.005460562,0.06668124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007509664,"about_ca_system_score_gemma":0.00668411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005943125,"about_ca_topic_score_gemma":0.005313589,"domain_scores_codex":[0.9920953,0.00260747,0.0004920558,0.001919358,0.002185992,0.00069972],"domain_scores_gemma":[0.9913188,0.002342572,0.0004996397,0.002086705,0.003106884,0.0006453239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004267197,0.0000149086,0.0002207865,0.000143796,0.000007876399,0.00007329883,0.002655751,0.0000914677,0.0001421929,0.823213,0.1358919,0.0375023],"study_design_scores_gemma":[0.000004634913,0.000008583056,0.00009049582,0.0001165889,0.000003356945,0.00007395506,0.0004876442,0.00007215197,0.00009095222,0.04475104,0.9542937,0.00000692613],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001515953,0.003418279,0.01494369,0.02583746,0.014022,0.00008012948,0.0009453279,0.0006077392,0.9386295],"genre_scores_gemma":[0.103835,0.006872538,0.01270034,0.01112139,0.008683034,0.0004420528,0.00300185,0.001792188,0.8515517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.160587,"threshold_uncertainty_score":0.5372171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3227437534817281,"score_gpt":0.5465126905481233,"score_spread":0.2237689370663952,"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."}}