{"id":"W2371956351","doi":"","title":"The Feature of Course Setting and Teaching Methods of Mechanical Speˉcialt ies in Rimouski University","year":2005,"lang":"en","type":"article","venue":"Journal of Nantong Vocational College","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduation (instrument); Course (navigation); Vocational education; Engineering; Engineering management; Mathematics education; Quality (philosophy); Medical education; Technical university; Feature (linguistics); Mechanical engineering; Computer science; Psychology; Medicine; Library science; Pedagogy; 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":[],"consensus_categories":[],"category_scores_codex":[0.005878238,0.00007212532,0.0002013944,0.0001604369,0.0001729879,0.00002148977,0.0004961462,0.00005547285,0.000002798199],"category_scores_gemma":[0.0005677504,0.00005408157,0.0000672358,0.0002298009,0.00006862684,0.0003190805,0.00008154835,0.0003869621,2.068052e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007734581,"about_ca_system_score_gemma":0.0004632394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001678751,"about_ca_topic_score_gemma":0.0000419314,"domain_scores_codex":[0.9981254,0.001016069,0.0003652018,0.00008971892,0.0002951389,0.0001085205],"domain_scores_gemma":[0.9973685,0.00165052,0.0005331229,0.0001508532,0.0002365283,0.00006054191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005674132,0.0002598274,0.004402875,0.00002276402,0.00006021125,0.000004863425,0.003775102,0.00018353,0.004414583,0.9054558,0.00138872,0.07997502],"study_design_scores_gemma":[0.00300156,0.0004123598,0.7947921,0.0004829918,0.000118223,0.0006003634,0.007836812,0.02358152,0.01395513,0.02011083,0.1346448,0.0004633258],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4437461,0.001741841,0.4944313,0.05536488,0.001106193,0.0002579779,0.00001481245,0.00002052392,0.003316308],"genre_scores_gemma":[0.5683245,0.00002858691,0.4312937,0.00003652314,0.00007530626,1.303973e-7,1.581488e-7,0.00000239326,0.0002386668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8853449,"threshold_uncertainty_score":0.2205382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547202170577536,"score_gpt":0.3474469397053145,"score_spread":0.3319749179995392,"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."}}