{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008520272,0.00008722768,0.0001289892,0.00002601647,0.00003476763,0.00001561317,0.0002555109,0.00006935267,0.0008116041],"category_scores_gemma":[0.00006592018,0.00008461889,0.00005048759,0.0002582989,0.0001033234,0.0001420772,0.000255295,0.0001241801,0.0004146432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003850041,"about_ca_system_score_gemma":0.00001803996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001551745,"about_ca_topic_score_gemma":0.001057781,"domain_scores_codex":[0.9991786,0.00002309707,0.0002165319,0.0001721381,0.0002053554,0.0002043016],"domain_scores_gemma":[0.999511,0.00001678456,0.0001109704,0.0002867203,0.00001076697,0.00006375652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004697202,0.00008531479,0.8505307,0.00001806933,0.000003872629,0.000001058431,0.0004567261,0.00008091179,0.0002435525,0.001220429,0.01645457,0.1309001],"study_design_scores_gemma":[0.0001986806,0.00005790692,0.9464691,0.00009503565,0.00002204402,0.000004026498,0.0001782065,0.001374872,0.001785517,0.002816252,0.04685666,0.0001416955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640825,0.0001655139,0.00003869267,0.0001753227,0.0001469941,0.0001635987,0.000001004011,0.00002941892,0.03519692],"genre_scores_gemma":[0.9918296,0.000009558614,0.001094858,0.00005263958,0.00006911891,0.00002441246,0.00003828619,0.00001010697,0.006871417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1307584,"threshold_uncertainty_score":0.8886496,"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."}}