{"id":"W2897146748","doi":"10.7202/1056287ar","title":"L’ÉMERGENCE DE LA PENSÉE ALGÉBRIQUE AU PRÉSCOLAIRE : LES STRATÉGIES DES ÉLÈVES CONCERNANT LA NOTION D’ÉQUIVALENCE MATHÉMATIQUE","year":2019,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec en Outaouais","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01128823,0.0003768639,0.00046915,0.0004919338,0.002568927,0.0002958909,0.001259584,0.0004182761,0.000838975],"category_scores_gemma":[0.003506269,0.0003840121,0.0002745893,0.001432108,0.003976322,0.001789129,0.00007943393,0.0007493205,0.00004137442],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004802335,"about_ca_system_score_gemma":0.005989346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003570602,"about_ca_topic_score_gemma":0.0008711806,"domain_scores_codex":[0.9937736,0.003180559,0.001135126,0.0004666453,0.0006594831,0.0007845718],"domain_scores_gemma":[0.9946558,0.001575435,0.001823269,0.0003747453,0.001070956,0.0004997385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001911297,0.001266013,0.008623849,0.00111998,0.00005026132,0.000005686367,0.1303939,0.0008556339,0.00189813,0.7972314,0.003171206,0.05536486],"study_design_scores_gemma":[0.0003842963,0.0007308011,0.06333728,0.006684517,0.0002274716,0.002679529,0.1390882,0.002695645,0.005291742,0.5726892,0.2050912,0.001100081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9014665,0.001931414,0.01193265,0.008455783,0.003426814,0.0005572457,0.00004434517,0.0000969267,0.07208826],"genre_scores_gemma":[0.9218687,0.004989626,0.06755073,0.0004043945,0.0004683207,0.00005027059,0.000003347614,0.00003664159,0.004627914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2245422,"threshold_uncertainty_score":0.9998612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2442689727207892,"score_gpt":0.4452743674428964,"score_spread":0.2010053947221073,"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."}}