{"id":"W4412622303","doi":"10.17118/11143/22511","title":"Potentialités mathématiques d'élèves identifiés en difficulté dans la résolution d'une situation-recherche en mathématiques","year":2024,"lang":"fr","type":"article","venue":"","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006825135,0.0006856958,0.0008595969,0.002047514,0.00365466,0.005965769,0.00109699,0.001697297,0.01904738],"category_scores_gemma":[0.0358819,0.0004128011,0.0008681758,0.002186121,0.002948067,0.003342672,0.004158013,0.002299013,0.00208249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006765863,"about_ca_system_score_gemma":0.005538449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0644786,"about_ca_topic_score_gemma":0.09637746,"domain_scores_codex":[0.9927973,0.002980369,0.0002670914,0.0008329229,0.002497697,0.0006246582],"domain_scores_gemma":[0.9743382,0.01562003,0.002515956,0.001178456,0.004927441,0.001419938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0016876,0.001066694,0.3098523,0.002761058,0.0003495841,0.002391282,0.2030648,0.01134925,0.0233661,0.08871814,0.01061304,0.3447801],"study_design_scores_gemma":[0.00008285502,0.0006710764,0.6438889,0.001189135,0.0002851527,0.00159662,0.1892738,0.01762908,0.01156942,0.04096328,0.09247523,0.0003755174],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8879379,0.001700575,0.04124096,0.002747272,0.0001660098,0.0002810114,0.0004641401,0.0002404319,0.06522176],"genre_scores_gemma":[0.9680808,0.0006050106,0.01855239,0.0001440992,0.00002748021,0.0001655157,0.0002559419,0.00007286246,0.01209587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0644786,"threshold_uncertainty_score":0.1282066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07704006776362927,"score_gpt":0.4111162048569796,"score_spread":0.3340761370933504,"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."}}