{"id":"W4394702047","doi":"10.1093/jof/107.3.154","title":"Ethics and Forestry","year":2009,"lang":"en","type":"article","venue":"Journal of Forestry","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Forestry; Business; Agroforestry; Geography; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005533438,0.00008933327,0.0001179659,0.00002058004,0.0001220923,0.00001938855,0.0002288431,0.0001730952,0.0001790471],"category_scores_gemma":[0.0001728432,0.00007169829,0.00006017002,0.00005785171,0.0002182938,0.0002871347,0.00008053675,0.001071649,0.00003183884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004714857,"about_ca_system_score_gemma":0.00001156641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004790712,"about_ca_topic_score_gemma":0.000002314628,"domain_scores_codex":[0.9991099,0.00004445478,0.00023705,0.00009192944,0.0003743538,0.0001423698],"domain_scores_gemma":[0.999441,0.00009830475,0.0001614156,0.0001518891,0.000004763985,0.0001426581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005026648,0.000968039,0.8568161,0.00008692104,0.00009685776,0.0009067699,0.006642755,0.00766755,0.0294714,0.0194324,0.02322628,0.05418234],"study_design_scores_gemma":[0.0004827744,0.0005848771,0.6929109,0.00005393179,0.00002765048,0.0005335535,0.0001660379,0.00007319172,0.001339565,0.2989302,0.004732743,0.0001645752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792656,0.0001752602,0.0001611113,0.007776431,0.00009992077,0.00003289088,0.000001119992,0.000005722281,0.01248197],"genre_scores_gemma":[0.9951966,0.0002136526,0.002667747,0.001679502,0.0001348158,1.620584e-7,3.605574e-7,0.00000521252,0.0001019042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2794978,"threshold_uncertainty_score":0.4655841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417128866397414,"score_gpt":0.2715758582840103,"score_spread":0.2474045696200361,"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."}}