{"id":"W2469901295","doi":"10.7202/1036553ar","title":"Le réalisme avec degrés de certitude","year":2016,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.04845227,0.0003828194,0.0004555799,0.0006298053,0.0003562016,0.0006642939,0.0009910468,0.0004463713,0.006830077],"category_scores_gemma":[0.02558145,0.0003042447,0.0002467888,0.0009712435,0.0001944649,0.002007024,0.0001991222,0.0002706652,0.006405132],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009287903,"about_ca_system_score_gemma":0.005657318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004179256,"about_ca_topic_score_gemma":0.001259648,"domain_scores_codex":[0.9828616,0.01110262,0.001512759,0.001105079,0.002749971,0.0006679166],"domain_scores_gemma":[0.9894188,0.006966111,0.0007252794,0.001280764,0.001334016,0.0002750456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001105109,0.0005690022,0.01035103,0.00003092275,0.00006968911,0.00001162236,0.08971769,0.0008663141,0.03371409,0.0526572,0.08390194,0.728],"study_design_scores_gemma":[0.002235851,0.0001075236,0.5468698,0.0005687409,0.0001193852,0.00009214025,0.001735757,0.01502637,0.004538713,0.1376067,0.2903101,0.0007889293],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2755884,0.00103375,0.4945596,0.2131421,0.009345962,0.0006740348,0.00006613044,0.0001210455,0.005469037],"genre_scores_gemma":[0.9377648,0.0002262776,0.02322225,0.001239393,0.0008387057,0.00007920175,0.00003865164,0.00006002232,0.03653076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7272111,"threshold_uncertainty_score":0.9999797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2290935132997268,"score_gpt":0.4790106904087647,"score_spread":0.2499171771090379,"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."}}