{"id":"W2726482440","doi":"10.12802/relime.13.1744","title":"QUEL ESPACE DE TRAVAIL GÉOMÉTRIQUE POUR LES ÉLÈVES AU QUÉBEC ET POUR LES FUTURS ENSEIGNANTS ?","year":2016,"lang":"fr","type":"article","venue":"Revista Latinoamericana de Investigación en Matemática Educativa","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002511781,0.0007044132,0.0009167645,0.0001269868,0.001172289,0.0003326765,0.00129464,0.0004606826,0.002215423],"category_scores_gemma":[0.005287586,0.0005727515,0.0003548844,0.001335658,0.004985786,0.0006367923,0.0001570974,0.0005841742,0.0003202447],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004111228,"about_ca_system_score_gemma":0.0251812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7533106,"about_ca_topic_score_gemma":0.1638499,"domain_scores_codex":[0.9917783,0.003449894,0.0008631086,0.001023906,0.0008644901,0.002020344],"domain_scores_gemma":[0.994054,0.002581444,0.001058562,0.0006285408,0.00025386,0.001423654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003677878,0.0004370008,0.4166936,0.00034532,0.0001511559,0.00003995262,0.1685643,0.00001496317,0.005422519,0.1466785,0.06889016,0.1927257],"study_design_scores_gemma":[0.0004496337,0.0001695282,0.4242184,0.002079393,0.0001807072,0.00005056726,0.1937732,0.00007720369,0.0007130567,0.006156401,0.3707381,0.001393829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7402703,0.007078675,0.001477055,0.2405011,0.0004925208,0.0004255637,0.0001238648,0.0001301456,0.00950082],"genre_scores_gemma":[0.9081079,0.00474062,0.007379987,0.001843208,0.001966937,0.00008752655,0.000002988688,0.0000928508,0.075778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5894606,"threshold_uncertainty_score":0.9997118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03512737578814997,"score_gpt":0.3162853834416219,"score_spread":0.281158007653472,"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."}}