{"id":"W2356221137","doi":"","title":"A Brief Analysis on Higher Agricultural Vocational Education in Canada","year":2005,"lang":"en","type":"article","venue":"Higher Agricultural Education","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Agriculture; Agricultural education; Curriculum; Political science; Economic growth; Sociology; Pedagogy; Geography; Economics","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":[],"category_scores_codex":[0.0003434814,0.0002744966,0.0002716699,0.0002354786,0.0005044519,0.0002517157,0.0004061493,0.0001432144,0.0036772],"category_scores_gemma":[0.000150933,0.0002147755,0.0001189411,0.0027308,0.00006830792,0.001136923,0.00002128951,0.0003789759,0.000298687],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004510067,"about_ca_system_score_gemma":0.00993119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.859181,"about_ca_topic_score_gemma":0.9164677,"domain_scores_codex":[0.9970495,0.0005009949,0.0004970453,0.000563022,0.0009080047,0.0004814772],"domain_scores_gemma":[0.9981649,0.000280512,0.0003999601,0.0002662558,0.000583766,0.0003046304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004248386,0.002610638,0.2385057,0.00002926602,0.0003491002,7.599359e-7,0.02033428,0.00257729,0.0003979687,0.1250272,0.5370237,0.07310166],"study_design_scores_gemma":[0.00007906084,0.000007506034,0.5781344,0.00001709654,0.00007612642,6.35472e-7,0.005001059,0.000001381185,0.00001985213,0.00002935471,0.4164256,0.0002078924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7736185,0.000372104,8.597944e-7,0.05658764,0.0032012,0.0004078645,0.000005645668,0.00008022449,0.165726],"genre_scores_gemma":[0.8841094,0.00003678901,0.0004561208,0.002113957,0.002598957,0.0001950497,0.0003916,0.00001171633,0.1100864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3396288,"threshold_uncertainty_score":0.9993114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221551203785159,"score_gpt":0.3180274679342718,"score_spread":0.3058119558964202,"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."}}