{"id":"W4388539063","doi":"10.1017/s0376892923000176","title":"Conservation, uncertainty and intellectual humility","year":2023,"lang":"en","type":"article","venue":"Environmental Conservation","topic":"Religion, Ecology, and Ethics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada; Fulbright Canada","keywords":"Humility; Unintended consequences; Constructive; Process (computing); Face (sociological concept); Environmental ethics; Environmental resource management; Environmental planning; Psychology; Sociology; Political science; Computer science; Economics; Geography; Law; Social science","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":[0.00427908,0.0002603482,0.0003159392,0.001142503,0.002990205,0.006021469,0.0006023897,0.00175626,0.006347403],"category_scores_gemma":[0.009914601,0.00008934448,0.0001847321,0.0009586726,0.02413906,0.004470052,0.004148688,0.003389646,0.0003217125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002482369,"about_ca_system_score_gemma":0.002487293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001816693,"about_ca_topic_score_gemma":0.001821205,"domain_scores_codex":[0.9965347,0.002416589,0.00009051943,0.0001684189,0.0005741095,0.0002155752],"domain_scores_gemma":[0.9801087,0.01482762,0.001788497,0.0009106228,0.001421336,0.0009433026],"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":[0.00003194977,0.00004029273,0.003267825,0.000325199,0.00002571902,0.0002164543,0.009408914,0.001133678,0.0001244112,0.9072111,0.02268084,0.05553363],"study_design_scores_gemma":[0.000004924671,0.00002897431,0.001816372,0.0006466886,0.000007508182,0.0002670059,0.006435942,0.0004829899,0.0001569845,0.9014431,0.08868749,0.00002190928],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07363468,0.07844174,0.01059997,0.3713471,0.002450605,0.00004457213,0.0001268161,0.00008258791,0.4632719],"genre_scores_gemma":[0.9700029,0.01131166,0.00107245,0.008654548,0.0009642397,0.00002450783,0.00002553662,0.0000127127,0.007931427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006347403,"threshold_uncertainty_score":0.02263021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04294546375326991,"score_gpt":0.3002988752170297,"score_spread":0.2573534114637598,"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."}}