{"id":"W2783043139","doi":"10.15302/j-fase-2017189","title":"Comments on the special issue on forestry of FASE","year":2017,"lang":"en","type":"article","venue":"Frontiers of Agricultural Science and Engineering","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Forestry; Business; 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":[],"consensus_categories":[],"category_scores_codex":[0.002295723,0.0009934083,0.0007999769,0.0008324499,0.003871241,0.003275255,0.001310793,0.01557769,0.03866938],"category_scores_gemma":[0.00739699,0.0003858408,0.000741549,0.000723386,0.0009661061,0.003694141,0.001601296,0.00905182,0.01319433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00227662,"about_ca_system_score_gemma":0.003159144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01159787,"about_ca_topic_score_gemma":0.02216687,"domain_scores_codex":[0.9991461,0.0001300443,0.00009266799,0.0001327377,0.0002868905,0.0002115547],"domain_scores_gemma":[0.9971584,0.000870306,0.0001661415,0.0001278661,0.001113303,0.0005638666],"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":[0.00001146122,0.000008524967,0.0001159592,0.00003777144,0.000001658672,0.00009478484,0.00005089303,0.000008171279,0.00006932153,0.0004541793,0.9952171,0.003930248],"study_design_scores_gemma":[0.000004232749,0.000005926924,0.0006018236,0.00005136181,0.000001909841,0.00004207444,0.0001198139,0.00001429219,0.00004486214,0.0002472522,0.9988608,0.000005695405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007771282,0.005454605,0.0001677408,0.6083304,0.3575142,0.00008227318,0.0004100804,0.0001168887,0.02714658],"genre_scores_gemma":[0.008231498,0.004945629,0.0003991449,0.5570553,0.1894991,0.0001549793,0.0004959796,0.0001389123,0.2390795],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03866938,"threshold_uncertainty_score":0.1293619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005321168274101161,"score_gpt":0.1954012682322707,"score_spread":0.1900800999581695,"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."}}