{"id":"W6904731519","doi":"10.14288/1.0058135","title":"Branchlines. Volume 22, number 2","year":2011,"lang":"en","type":"article","venue":"Open Collections","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principle of legality; Forest industry; Community forestry; Production (economics); Climate change; Endangered species; Wood production; China","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004535126,0.001041649,0.000555455,0.001405463,0.001476386,0.004296843,0.0007369375,0.001217269,0.8646924],"category_scores_gemma":[0.001639313,0.0004477124,0.0004406313,0.002296042,0.0003078294,0.001976287,0.00164028,0.001615653,0.8250023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006593245,"about_ca_system_score_gemma":0.001133593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002986236,"about_ca_topic_score_gemma":0.007471636,"domain_scores_codex":[0.9994966,0.0000538864,0.00002241295,0.0001202705,0.0002370271,0.00006989251],"domain_scores_gemma":[0.998536,0.0001501349,0.00006255331,0.0001437593,0.0006079602,0.0004996217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001298063,0.0000242107,0.0001397261,0.00003555672,8.02053e-7,0.00001243879,0.00001683173,0.00001240618,0.0001094981,0.0004279379,0.9562014,0.0430061],"study_design_scores_gemma":[0.000005995308,0.00001005512,0.0005174117,0.00004337104,7.212391e-7,0.000019599,0.000033042,0.00002212793,0.00003141134,0.0001385625,0.9991753,0.00000243666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005572189,0.001134281,0.0003652255,0.001845079,0.003575562,0.0001147605,0.002590111,0.000993486,0.9888243],"genre_scores_gemma":[0.0006762859,0.0003904333,0.0001288015,0.0004847311,0.0002926847,0.00002679921,0.001207488,0.0001792939,0.9966134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1353076,"threshold_uncertainty_score":0.1929997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02266307739341027,"score_gpt":0.2481242299802039,"score_spread":0.2254611525867936,"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."}}