{"id":"W2377567215","doi":"","title":"How to Develop Higher Professional Education in Aduct Colleges","year":2002,"lang":"en","type":"article","venue":"Journal of Gansu Radio & Tv University","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prairie Improvement Network","funders":"","keywords":"Higher education; Professional development; Pedagogy; Sociology; Engineering ethics; Political science; Medical education; Engineering; Medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01028572,0.0004060405,0.0002072439,0.00159321,0.006295018,0.009012465,0.001352213,0.003912913,0.01415652],"category_scores_gemma":[0.01774142,0.0003760585,0.0003853025,0.0006702716,0.003435315,0.005380134,0.006790678,0.003862786,0.007031121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005000035,"about_ca_system_score_gemma":0.02407862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005718232,"about_ca_topic_score_gemma":0.009485605,"domain_scores_codex":[0.992924,0.003427149,0.0002014918,0.0004321983,0.001674762,0.001340443],"domain_scores_gemma":[0.9767556,0.002689813,0.000849679,0.001154546,0.004290293,0.01426017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005902756,0.001124283,0.01011474,0.0006048371,0.00002223499,0.0007672299,0.01482585,0.0009423303,0.002744144,0.2489977,0.1812069,0.5385907],"study_design_scores_gemma":[0.00008311997,0.0002147122,0.01137313,0.0007667847,0.00001234668,0.0006004433,0.01935508,0.001834825,0.002153499,0.09021085,0.8733401,0.00005516287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08643114,0.003999312,0.0641865,0.318111,0.005516196,0.001307228,0.0000763811,0.001240917,0.5191314],"genre_scores_gemma":[0.6324726,0.002928682,0.165461,0.03133814,0.001074187,0.000608079,0.0001038642,0.0002570344,0.1657563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01415652,"threshold_uncertainty_score":0.05439675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02634884755652023,"score_gpt":0.2788375577713785,"score_spread":0.2524887102148583,"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."}}