{"id":"W2972173030","doi":"10.7202/1061843ar","title":"Que le meilleur gagne !","year":2011,"lang":"fr","type":"article","venue":"Revue de psychoéducation","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008233237,0.0001160033,0.0001359161,0.00002979889,0.0003960014,0.00004765468,0.0003677161,0.0001850947,0.001377236],"category_scores_gemma":[0.0001513162,0.0001389571,0.0001024757,0.0007374419,0.0003431424,0.0004221732,0.00001556925,0.0001484227,0.0005717399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002881321,"about_ca_system_score_gemma":0.0006606273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1260496,"about_ca_topic_score_gemma":0.0226509,"domain_scores_codex":[0.9985715,0.0002360574,0.0002202046,0.0003138608,0.0002094924,0.0004488933],"domain_scores_gemma":[0.9992092,0.00005221862,0.0002210571,0.0002225876,0.00009426058,0.0002006985],"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":[0.000007576441,0.0003088937,0.0077042,0.00002968347,0.00001077193,0.000002095819,0.1035713,0.000001522031,0.00004478886,0.7415282,0.08051573,0.06627528],"study_design_scores_gemma":[0.0001602081,0.00005268037,0.1667194,0.00009654558,0.00002145408,0.000006255415,0.01243183,0.00005196854,0.00005450545,0.05302509,0.7671425,0.0002375869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1189973,0.008380838,0.001609876,0.1492707,0.009609357,0.0002947074,0.00001129026,0.00006352172,0.7117624],"genre_scores_gemma":[0.8571109,0.002965064,0.002631132,0.0007134923,0.002377807,0.00003267658,0.000002464616,0.00001547569,0.134151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7381135,"threshold_uncertainty_score":0.9995356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09916920249067164,"score_gpt":0.3418154425100597,"score_spread":0.2426462400193881,"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."}}