{"id":"W4210641050","doi":"10.51657/ric.v5i2.51375","title":"Intervenir autrement dans les milieux éducatifs : repenser les assises épistémologiques du développement de l'enfant","year":2022,"lang":"fr","type":"article","venue":"Revue internationale du CRIRES innover dans la tradition de Vygotsky","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002318418,0.000578648,0.000487514,0.000445061,0.0007602043,0.0001916494,0.001234833,0.0003199242,0.01899407],"category_scores_gemma":[0.0003623409,0.0006388447,0.0004720794,0.0005322199,0.0005438742,0.0002645766,0.0003102512,0.001078295,0.0001150422],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004500307,"about_ca_system_score_gemma":0.0006373122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00281033,"about_ca_topic_score_gemma":0.0004305599,"domain_scores_codex":[0.9932619,0.0028584,0.001321489,0.001099708,0.0007440555,0.0007144337],"domain_scores_gemma":[0.9967833,0.001297393,0.0007080206,0.0006147558,0.0003463371,0.00025026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003199104,0.009975897,0.383549,0.0002641683,0.001188778,0.0006826748,0.02199898,0.000692105,0.002161811,0.3498416,0.2014696,0.02785548],"study_design_scores_gemma":[0.0009995102,0.0005020025,0.4950619,0.0002883828,0.0001400337,0.001830212,0.006378912,0.0003323026,0.0003368919,0.02261297,0.4709677,0.0005491821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8151422,0.00140275,0.009755729,0.1006615,0.005259554,0.0005364924,0.00181601,0.000160061,0.06526566],"genre_scores_gemma":[0.9482926,0.0008841013,0.003514847,0.002862082,0.001441022,0.001540557,0.001135064,0.00008586665,0.04024392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3272286,"threshold_uncertainty_score":0.9996063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06305712641562508,"score_gpt":0.3552333393867975,"score_spread":0.2921762129711724,"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."}}