{"id":"W2141084020","doi":"","title":"Silvicultural practices and costs in coastal British Columbia : a case study","year":2002,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.0003248315,0.000120457,0.0001471817,0.00001853587,0.0003107841,0.000603314,0.0004104505,0.00002606568,0.0003583673],"category_scores_gemma":[0.00001252684,0.0001426102,0.000009882137,0.0002065202,0.0001212737,0.0008520964,0.001424239,0.0001527204,0.00003512905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001544945,"about_ca_system_score_gemma":0.000001192457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5438291,"about_ca_topic_score_gemma":0.9553757,"domain_scores_codex":[0.9986995,0.0001509153,0.000186652,0.0004889076,0.0001609916,0.0003130751],"domain_scores_gemma":[0.9992611,0.0001248869,0.0001277215,0.0003679245,0.000002042493,0.0001163353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006047187,0.0001556491,0.9522963,0.00002847316,0.00001625068,0.001263322,0.006252657,0.00007448912,0.00001113609,5.463823e-7,0.005011065,0.03488404],"study_design_scores_gemma":[0.0008185355,0.0001318711,0.7723697,0.0001015883,0.00005123262,0.00113081,0.008020436,0.2077103,8.210181e-8,0.00001191988,0.009352791,0.0003007497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950652,0.0001347529,0.000001069145,0.00006510704,0.00004112009,0.000322622,0.00008383689,0.00003440023,0.004251893],"genre_scores_gemma":[0.9978551,0.0002624466,0.0001350165,0.0001548098,0.0000693174,0.00001212614,0.0001071735,0.00001132745,0.001392685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4115466,"threshold_uncertainty_score":0.5817771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02230653817084975,"score_gpt":0.2513002269536012,"score_spread":0.2289936887827514,"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."}}