{"id":"W2968508545","doi":"10.4000/recherchestravaux.1554","title":"Définir la valeur d’un point de vue sociologique","year":2019,"lang":"fr","type":"article","venue":"Recherches & travaux","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage","funders":"","keywords":"Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01743629,0.0002674112,0.0003605651,0.00006185364,0.0003397802,0.00006314115,0.0005081022,0.001563128,0.001639526],"category_scores_gemma":[0.002805855,0.0002910606,0.00023272,0.0003405809,0.001699191,0.0002622815,0.00004003129,0.001362301,0.0009960791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007560859,"about_ca_system_score_gemma":0.002497147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0011697,"about_ca_topic_score_gemma":0.00008897968,"domain_scores_codex":[0.9894229,0.008710647,0.0003898492,0.0005014311,0.0002264259,0.0007487611],"domain_scores_gemma":[0.9882435,0.01088774,0.0001896633,0.0002963404,0.0001655498,0.0002172567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009296467,0.0003531128,0.02920947,0.000121299,0.0001630516,0.000003121971,0.3337132,0.00002294306,0.0007510541,0.5977594,0.004014282,0.03387971],"study_design_scores_gemma":[0.0006023584,0.0002351118,0.0833347,0.000203751,0.000121827,0.0000327596,0.3511022,0.0001191454,0.0003697985,0.2927881,0.2703556,0.0007345345],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6596832,0.004378552,0.0005693057,0.05736939,0.003042674,0.0003729707,0.00002313778,0.0001436186,0.2744171],"genre_scores_gemma":[0.904662,0.0100532,0.0181669,0.001721683,0.003093715,0.0000574042,0.00003805805,0.00004539363,0.06216173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3049713,"threshold_uncertainty_score":0.9999542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.325149119436368,"score_gpt":0.4735576214779386,"score_spread":0.1484085020415706,"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."}}