{"id":"W3201302939","doi":"10.7202/1080652ar","title":"Quand additionner ou soustraire implique de comparer","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Cognitive and developmental aspects of mathematical skills","field":"Mathematics","cited_by":5,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000549117,0.0003500848,0.0004560626,0.00007238081,0.0002203571,0.0001699133,0.0001657318,0.0002667226,0.02932023],"category_scores_gemma":[0.001342255,0.0003793342,0.000212795,0.0004288868,0.0001582469,0.0003011417,0.00009904899,0.0004343046,0.003722769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004735813,"about_ca_system_score_gemma":0.001514381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001108572,"about_ca_topic_score_gemma":0.0006241995,"domain_scores_codex":[0.9976748,0.0002936883,0.000630598,0.0004674167,0.0003701377,0.0005634039],"domain_scores_gemma":[0.9972965,0.001257165,0.0002050721,0.0004017335,0.0005401919,0.0002993858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003299504,0.004399966,0.0005268244,0.001759689,0.0003329331,0.0002365813,0.0191689,0.00002037856,0.001500219,0.2718433,0.6685976,0.03158066],"study_design_scores_gemma":[0.001540909,0.00007940587,0.01535093,0.001854075,0.0001619793,0.0005509846,0.008724731,0.0002221741,0.01915374,0.7929837,0.1584425,0.0009349319],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3006883,0.009985045,0.1259076,0.1240377,0.0105618,0.001495084,0.001136504,0.0004611039,0.4257269],"genre_scores_gemma":[0.8632098,0.0004753268,0.04182119,0.005489325,0.000753513,0.0001613208,0.0004248265,0.0001083712,0.0875563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5625215,"threshold_uncertainty_score":0.9998658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05354489246618642,"score_gpt":0.3253708329345014,"score_spread":0.2718259404683149,"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."}}