{"id":"W765829419","doi":"10.71781/5979","title":"Construction négociée par la triade de formation en stage d'un savoir-enseigner les mathématiques au primaire","year":2009,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005066439,0.0003566447,0.0004630726,0.0001377764,0.001781075,0.0004117943,0.0006097307,0.0009772432,0.001413581],"category_scores_gemma":[0.001066738,0.0003903395,0.0001591807,0.0003069964,0.0008139209,0.001203532,0.00003154246,0.0005377317,0.0001447939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008239488,"about_ca_system_score_gemma":0.002552462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002047592,"about_ca_topic_score_gemma":0.003842267,"domain_scores_codex":[0.9952163,0.00268965,0.0007545201,0.0004710311,0.0003747181,0.0004937574],"domain_scores_gemma":[0.9968539,0.001598953,0.000874903,0.0002076062,0.0002990641,0.0001655261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003513042,0.0001561175,0.002161023,0.00009719653,0.00008302605,0.000001938456,0.517725,0.00002242479,0.0003123571,0.03781318,0.0002681997,0.4413244],"study_design_scores_gemma":[0.0008120683,0.0001382083,0.05721439,0.0005924049,0.0002497622,0.00002231457,0.8333812,0.0001555504,0.002473408,0.008777403,0.09546545,0.000717812],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8494365,0.0002854184,0.0009480765,0.002772111,0.00114226,0.000923152,0.00007651681,0.00001246592,0.1444035],"genre_scores_gemma":[0.8744043,0.001451812,0.1052436,0.0001429831,0.002311875,0.000164505,0.00275265,0.00004500182,0.01348321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4406066,"threshold_uncertainty_score":0.9998549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1631935309253126,"score_gpt":0.4399075506918708,"score_spread":0.2767140197665582,"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."}}