{"id":"W2767672866","doi":"10.5070/g311310412","title":"Balancing Act: Environmental Issues in Forestry (2nd ed.)","year":2000,"lang":"en","type":"article","venue":"Electronic Green Journal","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Environmental ethics; Business; Philosophy; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003858648,0.0001816936,0.0001477852,0.00004771858,0.0001776673,0.00004752889,0.0003073414,0.00005975351,0.06711072],"category_scores_gemma":[0.000003738488,0.0001759249,0.00007271612,0.0001125626,0.00009962733,0.0004171963,0.00009201662,0.0004836476,0.001729847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008577654,"about_ca_system_score_gemma":0.00001403089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003867211,"about_ca_topic_score_gemma":0.0006152146,"domain_scores_codex":[0.9982659,0.00007640896,0.0003116512,0.0002694511,0.0004165372,0.0006600711],"domain_scores_gemma":[0.9995741,0.00001452631,0.00007828218,0.000193441,5.412225e-7,0.0001391606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001029081,0.0003450589,0.748608,0.000005879016,0.00004352276,0.0001547921,0.0007451421,0.002494013,0.004638782,0.00012541,0.0215118,0.2212247],"study_design_scores_gemma":[0.0009178493,0.0001774518,0.5369154,0.00001561763,0.00001325774,0.0001849734,0.0001683527,0.0007351326,0.0003962939,0.00145741,0.4587306,0.0002877415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859927,0.0004727341,0.00005317646,0.00236583,0.00004830502,0.0001553007,0.000001366239,0.00002056484,0.01088997],"genre_scores_gemma":[0.9825454,0.001473553,0.000246598,0.001674363,0.00008844919,0.000009299733,0.000006877212,0.0000218626,0.01393363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4372188,"threshold_uncertainty_score":0.9990474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003173273575889185,"score_gpt":0.1981479292732924,"score_spread":0.1949746556974032,"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."}}