{"id":"W3148468466","doi":"10.1080/10549811.2021.1902823","title":"What Matters for the Job Performance of Field Advisors: A Case of Participatory Forest Management in Madhupur Sal Forest in Bangladesh","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Forestry","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Deutscher Akademischer Austauschdienst","keywords":"Forest management; Citizen journalism; Field (mathematics); Business; Community forestry; Agroforestry; Environmental resource management; Geography; Forestry; Environmental planning; Environmental science; Political science","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":[0.002076405,0.0002446663,0.0002329099,0.0007399357,0.006828629,0.001955744,0.0008100511,0.001238482,0.004396676],"category_scores_gemma":[0.004747637,0.0002250652,0.0001280462,0.0008681584,0.002322123,0.0009768691,0.001424624,0.001071249,0.0005215547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002992125,"about_ca_system_score_gemma":0.003225339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0271828,"about_ca_topic_score_gemma":0.06303116,"domain_scores_codex":[0.9974088,0.001092188,0.00009576748,0.0001482935,0.000207562,0.001047421],"domain_scores_gemma":[0.9928048,0.002564457,0.00137699,0.0001578813,0.0005005865,0.002595229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001985133,0.0007875334,0.666188,0.000182531,0.00002354234,0.01587766,0.281124,0.0003093788,0.002661591,0.001394871,0.001693717,0.02955868],"study_design_scores_gemma":[0.000008389547,0.0001974496,0.2866296,0.00008367273,0.000008319568,0.00180244,0.7054855,0.0003165051,0.0002662535,0.0002748376,0.00489106,0.00003598709],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976315,0.00004232189,0.00004556291,0.00075974,0.000005487354,0.00001017451,0.00001155759,0.000001116216,0.001492481],"genre_scores_gemma":[0.9991626,0.00006903244,0.00005230962,0.00006571397,0.000004672912,0.000004871751,0.000006196918,9.376715e-7,0.0006337576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0271828,"threshold_uncertainty_score":0.05404913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383159169699996,"score_gpt":0.2333584888563614,"score_spread":0.2195268971593614,"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."}}