{"id":"W7092359013","doi":"10.26108/cryw-y150","title":"An investigation of selection cutting as a viable alternative to clear-cutting practices in Nova Scotia's spruce and fir forests","year":2000,"lang":"en","type":"article","venue":"AcadiaU-DEV","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Sustainability; Selection (genetic algorithm); Nova (rocket); Forest management; Field (mathematics); Native forest","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008892802,0.0001747197,0.0001558304,0.0005421008,0.001141938,0.001218557,0.0004518205,0.0002371946,0.0006838953],"category_scores_gemma":[0.0009426165,0.00007339349,0.000204121,0.0007950318,0.0006470584,0.0002800299,0.0003943686,0.0003101483,0.0000481874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006104461,"about_ca_system_score_gemma":0.006232432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4463793,"about_ca_topic_score_gemma":0.840413,"domain_scores_codex":[0.9996132,0.00009026557,0.00001443797,0.00004368052,0.0001207708,0.0001177625],"domain_scores_gemma":[0.999146,0.0002947435,0.0001931475,0.00002307725,0.0001723199,0.000170693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007740476,0.0008654174,0.8664208,0.00053753,0.0001166859,0.002960354,0.0117569,0.003236602,0.008776635,0.004519122,0.001022742,0.09901317],"study_design_scores_gemma":[0.00002477164,0.0007466698,0.9536192,0.000166723,0.00005653622,0.0001842733,0.03648381,0.001724027,0.001014428,0.0003397746,0.005624016,0.00001565064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963581,0.0002152685,0.00005170555,0.00008567601,0.00000353815,0.00002112368,0.00003158874,7.342907e-7,0.003232215],"genre_scores_gemma":[0.99788,0.0004307576,0.0003640935,0.00004603624,0.000002640438,0.000008862517,0.00004168224,6.665588e-7,0.00122541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5536207,"threshold_uncertainty_score":0.8875622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836269002447172,"score_gpt":0.2967322046494584,"score_spread":0.2783695146249867,"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."}}