{"id":"W2085282401","doi":"10.5558/tfc81486-4","title":"Managing Canada's forests under a new social contract","year":2005,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Business; Forest management; Environmental resource management; Perspective (graphical); Face (sociological concept); Sustainable forest management; Resource (disambiguation); Forestry; Environmental planning; Geography; Economics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003686201,0.000189311,0.000196971,0.0008090922,0.01753942,0.008495716,0.001398398,0.002081684,0.004945862],"category_scores_gemma":[0.003841168,0.0001988639,0.0002237167,0.000994975,0.0074064,0.002566602,0.005380198,0.002510618,0.0001871798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06795445,"about_ca_system_score_gemma":0.2110168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9428034,"about_ca_topic_score_gemma":0.9857351,"domain_scores_codex":[0.9944178,0.0008502481,0.00008961634,0.0002900315,0.00226587,0.002086537],"domain_scores_gemma":[0.9964129,0.0003306122,0.0001771639,0.0001907579,0.000945917,0.001942688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008036872,0.000161068,0.02755555,0.00009887502,0.00003335895,0.001328126,0.02992692,0.006514046,0.002040298,0.7129462,0.07742552,0.1418896],"study_design_scores_gemma":[0.00005951965,0.00009069814,0.03722763,0.0001976968,0.00002826985,0.000289073,0.0340025,0.006213288,0.0004739059,0.07167035,0.8496075,0.0001396142],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4400898,0.002004815,0.008735026,0.1094477,0.0003037643,0.0004523574,0.0003350191,0.000125644,0.4385059],"genre_scores_gemma":[0.9459373,0.0006436128,0.003589768,0.00337228,0.00009222242,0.00008814177,0.00009257744,0.00001732063,0.04616683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06795445,"threshold_uncertainty_score":0.4930463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01091235873394721,"score_gpt":0.2365771740510563,"score_spread":0.2256648153171091,"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."}}