{"id":"W4220813581","doi":"10.1007/s13280-022-01728-w","title":"Opening the black box between governance and management: A mechanism-based explanation of how governance affects the management of endangered species","year":2022,"lang":"en","type":"article","venue":"AMBIO","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Environment and Climate Change Canada","keywords":"Corporate governance; Autonomy; Incentive; Business; Harm; Mechanism (biology); Environmental resource management; Environmental planning; Political science; Economics; Finance; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.008308464,0.0007123103,0.0008980813,0.002392154,0.002254139,0.00903016,0.003538826,0.008000459,0.0161856],"category_scores_gemma":[0.01162764,0.0007247301,0.002042596,0.001548878,0.0161433,0.01188911,0.0049886,0.004115224,0.0009011371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005113559,"about_ca_system_score_gemma":0.006261304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008300025,"about_ca_topic_score_gemma":0.00653925,"domain_scores_codex":[0.9957955,0.00204148,0.0001528122,0.000560148,0.0005614352,0.0008885784],"domain_scores_gemma":[0.9922739,0.004231057,0.00121713,0.001061091,0.0006754104,0.0005413721],"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":[0.000008961111,0.00001689515,0.0004785465,0.00001564362,0.00001182298,0.00004100156,0.0002376259,0.002243758,0.00008515894,0.9949921,0.00058844,0.001280152],"study_design_scores_gemma":[0.00002971649,0.00001361095,0.000664131,0.00004105207,0.00001175997,0.00003384273,0.0002043796,0.005925192,0.0000952784,0.9893358,0.003630269,0.00001495589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1227765,0.002343622,0.335109,0.1443799,0.0007632108,0.0003768441,0.000534579,0.0004421041,0.3932742],"genre_scores_gemma":[0.977811,0.0004151196,0.01391923,0.001759751,0.000124035,0.0001866282,0.00004091545,0.00005533569,0.005688026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0161856,"threshold_uncertainty_score":0.05414629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308482748651612,"score_gpt":0.2067288019698353,"score_spread":0.1936439744833192,"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."}}