{"id":"W3200055602","doi":"10.7202/1080649ar","title":"Des conduites d’élèves en construction","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001299223,0.0001813098,0.0002222996,0.000093872,0.0005308376,0.000196007,0.0001935347,0.0002396191,0.01130787],"category_scores_gemma":[0.001470651,0.0002155038,0.0001136685,0.000719225,0.0007467159,0.0004716481,0.00003933549,0.0003198112,0.0005668364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004333246,"about_ca_system_score_gemma":0.001805358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058567,"about_ca_topic_score_gemma":0.001065176,"domain_scores_codex":[0.9976238,0.0010703,0.0003725803,0.0003213511,0.0003089311,0.0003030315],"domain_scores_gemma":[0.9982314,0.0006588452,0.0002101562,0.0003310479,0.0004109527,0.0001576202],"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":[0.000001545477,0.0004135984,0.001155284,0.0001846795,0.00003604342,0.000002223754,0.1641659,0.000003327084,0.0005103997,0.7373567,0.03445308,0.06171722],"study_design_scores_gemma":[0.0001526101,0.00002028281,0.001467487,0.0002679574,0.0000378279,0.00003978779,0.05320107,0.00004468146,0.004690297,0.4022607,0.537543,0.000274296],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2803032,0.01656502,0.05886467,0.06562226,0.02645722,0.0005726116,0.00005086338,0.0006544244,0.5509098],"genre_scores_gemma":[0.8424265,0.004739563,0.09621446,0.00156958,0.001075295,0.00007192815,0.00006524902,0.00003873154,0.05379871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5621233,"threshold_uncertainty_score":0.9895959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03941527551201485,"score_gpt":0.3542101107054254,"score_spread":0.3147948351934106,"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."}}