{"id":"W1697221573","doi":"10.1139/cjfr-2012-0494","title":"On the economics of optimal timber production in boreal Scots pine stands","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thinning; Scots pine; Production (economics); Forest management; Site index; Time horizon; Basal area; Forestry; Revenue; Yield (engineering); Mathematics; Agricultural engineering; Agroforestry; Economics; Environmental science; Econometrics; Pinus <genus>; Geography; Microeconomics; Engineering; Mathematical optimization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001257306,0.000061623,0.00009515821,0.0003062676,0.00009249411,0.0000508289,0.0003632224,0.00003362103,0.003911708],"category_scores_gemma":[0.000222097,0.00004252917,0.00003562351,0.0002795107,0.0003935657,0.0002328097,0.0000374305,0.0003114238,0.0003385696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003624633,"about_ca_system_score_gemma":0.0002007387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05278172,"about_ca_topic_score_gemma":0.1828376,"domain_scores_codex":[0.9990014,0.00008271044,0.0002277892,0.00009484153,0.0002336688,0.0003595874],"domain_scores_gemma":[0.9993895,0.00006725622,0.00007541573,0.0001842179,0.00004448882,0.0002390897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005513097,0.00004760232,0.6641614,0.00001320022,0.00001993361,0.0000274879,0.0009934846,0.04185009,0.00004456794,0.008361093,0.2799225,0.004503526],"study_design_scores_gemma":[0.0002923707,0.0004870375,0.9779108,0.00005532524,0.000002958426,0.0000141536,0.0001305062,0.001321576,0.0002139594,0.005792253,0.01369062,0.00008847477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597265,0.00001650781,0.000001227119,0.004636237,0.00007339076,0.0002053255,0.000002428978,6.704074e-7,0.03533775],"genre_scores_gemma":[0.99676,0.00002600386,0.00006086383,0.00005096844,0.00008968717,0.000005398322,0.000001144207,0.000007751271,0.002998217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3137494,"threshold_uncertainty_score":0.9969988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290660299627661,"score_gpt":0.2801308163086603,"score_spread":0.2472242133123837,"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."}}