{"id":"W1552820303","doi":"10.71781/2833","title":"Environnement bâti et transport actif scolaire : le cas des écoles de proximité de la région de Montréal","year":2008,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Humanities; 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"],"consensus_categories":[],"category_scores_codex":[0.001386731,0.0002605354,0.0002612224,0.00006079174,0.001489704,0.0002704757,0.0005429123,0.0004001324,0.0008578591],"category_scores_gemma":[0.0001338412,0.0002856763,0.0001296092,0.0001971459,0.0004627081,0.0007767406,0.00002784574,0.0004402101,0.0001026926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007384542,"about_ca_system_score_gemma":0.005093669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.335992,"about_ca_topic_score_gemma":0.4765853,"domain_scores_codex":[0.9977903,0.0007125855,0.0003210094,0.0003418631,0.0003279781,0.000506295],"domain_scores_gemma":[0.9987249,0.0004687757,0.0003375926,0.0001601838,0.00006635207,0.0002421635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000187796,0.001229309,0.08288451,0.0001168014,0.000163459,0.00007364817,0.824128,0.0008310701,0.001778205,0.01005899,0.0009753827,0.07757282],"study_design_scores_gemma":[0.0003635382,0.0001056202,0.3101789,0.000315316,0.0002155129,0.00005410999,0.2071408,0.00009862856,0.003470641,0.001155213,0.4764484,0.0004532823],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9054241,0.001323294,0.00003092155,0.008495371,0.000165039,0.0006457359,0.00004259503,0.000002752174,0.08387023],"genre_scores_gemma":[0.9447162,0.005569056,0.008584582,0.0002156678,0.0002931159,0.0001550798,0.0002369939,0.00003263804,0.04019671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6169872,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04392884395968906,"score_gpt":0.3746673612662481,"score_spread":0.3307385173065591,"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."}}