{"id":"W4409122442","doi":"10.51657/ctsxr840","title":"Les êtres humains en interaction au cœur de l’évaluation inclusive","year":2025,"lang":"en","type":"article","venue":"Revue internationale du CRIRES innover dans la tradition de Vygotsky","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001241666,0.0001326322,0.0001405149,0.0002136967,0.0007219577,0.0002026807,0.0004628491,0.0001637378,0.000230079],"category_scores_gemma":[0.001380777,0.0001497547,0.0001184113,0.000578188,0.0003253744,0.0006317133,0.00005678055,0.0002230803,0.0000151672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00290498,"about_ca_system_score_gemma":0.001007173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03990456,"about_ca_topic_score_gemma":0.02996817,"domain_scores_codex":[0.9981785,0.0004772704,0.000314753,0.0002848101,0.0004625023,0.0002821198],"domain_scores_gemma":[0.9985428,0.0008202362,0.0002085621,0.0001212456,0.0002355366,0.0000716532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002383202,0.0001428458,0.0713272,0.00002229577,0.0000518333,0.00001391891,0.04289886,0.0004853171,0.000813728,0.8510625,0.005187232,0.02797047],"study_design_scores_gemma":[0.0005531898,0.00004143426,0.6232915,0.0003765149,0.00004904895,0.00002195186,0.02490759,0.003560676,0.0007322219,0.08042753,0.2657289,0.000309447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7530267,0.00004250564,0.0118335,0.01207746,0.0008295141,0.0001813227,0.00006214841,0.00008742796,0.2218595],"genre_scores_gemma":[0.9920838,0.0002711142,0.0003868307,0.0004810625,0.001017103,0.00007174142,0.00003562508,0.00001043274,0.005642229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7706349,"threshold_uncertainty_score":0.9877324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03366114773920297,"score_gpt":0.3595891075091567,"score_spread":0.3259279597699537,"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."}}