{"id":"W2188862532","doi":"","title":"MÉMOIRE PRÉSENTÉ À UNIVERSITÉ DU QUÉBEC À TROIS-RIVIÈRES","year":2002,"lang":"fr","type":"article","venue":"","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Physics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002963552,0.0001228627,0.0001221871,0.00004820009,0.0008887884,0.00008025709,0.0002729123,0.000154,0.20175],"category_scores_gemma":[0.0001913761,0.0001232209,0.00008811405,0.0003404521,0.0005834971,0.0009784206,0.00003535072,0.000186551,0.006664664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110381,"about_ca_system_score_gemma":0.0004280094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3554504,"about_ca_topic_score_gemma":0.435836,"domain_scores_codex":[0.9987034,0.000368377,0.0001551492,0.0002200354,0.0002371663,0.0003158655],"domain_scores_gemma":[0.9988169,0.0006244139,0.0001202934,0.0001605846,0.00008599446,0.0001917969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007786799,0.0004140433,0.03876706,0.00001751558,0.00006375073,0.00001366601,0.1127389,0.00001301682,0.000005360827,0.1727721,0.5981157,0.07707112],"study_design_scores_gemma":[0.0001312645,0.0000493055,0.004374953,0.00001310595,0.00006333949,0.000006265664,0.03793012,0.0001900676,0.000022042,0.0002625867,0.9567968,0.0001601204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04451014,0.01034152,0.00003594436,0.4314803,0.001876668,0.00007675587,0.000002872203,0.00005532591,0.5116205],"genre_scores_gemma":[0.4479215,0.002560942,0.0001291346,0.00105234,0.0008217258,0.000001625093,9.024192e-7,0.000005618052,0.5475062],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.430428,"threshold_uncertainty_score":0.9941087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03942884252762009,"score_gpt":0.2955423081976364,"score_spread":0.2561134656700164,"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."}}