{"id":"W4394702170","doi":"10.1093/jof/113.1.119a","title":"Abstract","year":2015,"lang":"en","type":"article","venue":"Journal of Forestry","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007154091,0.0004964382,0.0002508364,0.001333452,0.001530739,0.00304459,0.0008653698,0.001250985,0.6289958],"category_scores_gemma":[0.001987869,0.0001424196,0.0004895882,0.0007016212,0.0003632452,0.001048167,0.001573503,0.001127273,0.3495055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00163868,"about_ca_system_score_gemma":0.00266418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004773278,"about_ca_topic_score_gemma":0.00731209,"domain_scores_codex":[0.9994565,0.00004596642,0.00002349587,0.00008293206,0.0003065981,0.00008465821],"domain_scores_gemma":[0.998509,0.00008961781,0.00004378316,0.0001359881,0.0008881679,0.0003334008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001453614,0.00009942792,0.0009319892,0.0002223017,0.000007850052,0.0001353996,0.0001490209,0.0001023715,0.001291455,0.020518,0.825088,0.1513089],"study_design_scores_gemma":[0.000008958651,0.00002084682,0.001201779,0.00007771696,0.00000463593,0.00004971566,0.000103111,0.00003252476,0.0005615556,0.001980595,0.9959548,0.000003913543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002892703,0.001093654,0.001885622,0.01403437,0.009581641,0.0002867618,0.007339122,0.0006037619,0.9622824],"genre_scores_gemma":[0.01014318,0.0005486591,0.0005044834,0.002390386,0.0008844084,0.00006634847,0.002753691,0.0000851068,0.9826238],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3710042,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240649136563359,"score_gpt":0.2628586587364481,"score_spread":0.2387937450801122,"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."}}