{"id":"W3174071220","doi":"10.3390/f12070824","title":"A Comparison of Forestry Continuing Education Academic Degree Programs","year":2021,"lang":"en","type":"article","venue":"Forests","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sustainability; Livelihood; Business; Curriculum; Forestry; Forest management; Community forestry; Adaptation (eye); Political science; Environmental resource management; Geography; Agriculture; Ecology; Psychology; Economics","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":[0.003827328,0.0002708547,0.0003106046,0.004454994,0.001113163,0.002321821,0.001906503,0.0006549416,0.01143586],"category_scores_gemma":[0.01681243,0.0001237968,0.0004514016,0.005117867,0.0003590521,0.001197245,0.002172932,0.0009918592,0.001145063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003785812,"about_ca_system_score_gemma":0.01146438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008418564,"about_ca_topic_score_gemma":0.01932793,"domain_scores_codex":[0.9963213,0.0006416059,0.0002127024,0.0002711804,0.001375694,0.001177419],"domain_scores_gemma":[0.9732677,0.004036339,0.001902695,0.0004320041,0.006712748,0.0136486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001112356,0.003549597,0.1872744,0.001485583,0.0001091346,0.0003215934,0.004112061,0.0008690446,0.0009772748,0.007212075,0.02293532,0.7700415],"study_design_scores_gemma":[0.000150746,0.001478246,0.8950232,0.0006779149,0.00006104901,0.0003611956,0.006219022,0.0006458597,0.000637837,0.0008106154,0.09390361,0.00003069151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8472555,0.01824761,0.001671815,0.009937759,0.001320271,0.001084019,0.003404079,0.0003053797,0.1167736],"genre_scores_gemma":[0.9637895,0.007255805,0.001663148,0.001354924,0.0004751114,0.0004362799,0.003689672,0.00006396429,0.02127155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143586,"threshold_uncertainty_score":0.03825676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03922488648679082,"score_gpt":0.3338950123059417,"score_spread":0.2946701258191508,"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."}}