{"id":"W4293070232","doi":"10.1371/journal.pstr.0000016","title":"Reconceptualizing conservation","year":2022,"lang":"en","type":"article","venue":"PLOS Sustainability and Transformation","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Wildlife Conservation Society Canada; Environment and Climate Change Canada; Carleton University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Fulbright Canada; Liber Ero Foundation; Mitacs; Environment and Climate Change Canada; Carleton University","keywords":"Conservation psychology; Biodiversity conservation; Scarcity; Conservation science; Environmental ethics; Conservation biology; Sociology; Environmental resource management; Political science; Biodiversity; Ecology; Economics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003421942,0.00006297638,0.00006224312,0.00003455523,0.0007879883,0.00002454892,0.00007456541,0.00001762225,0.001381929],"category_scores_gemma":[0.00002416759,0.00006674265,0.00002538123,0.0001852768,0.0001048364,0.000319892,0.00009863236,0.00008184647,0.000008492148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493827,"about_ca_system_score_gemma":0.00001204576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005709622,"about_ca_topic_score_gemma":0.00006167354,"domain_scores_codex":[0.9992569,0.0001000111,0.0001462977,0.000146899,0.0002235914,0.0001263102],"domain_scores_gemma":[0.9997869,0.00002932325,0.00003957325,0.00009207852,0.00001715772,0.00003494658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005010575,0.0001611388,0.9383287,0.0001235268,0.00001334726,0.000001588806,0.0261006,0.002230597,0.00006379442,0.0006015857,0.0002141573,0.03211087],"study_design_scores_gemma":[0.0006231063,0.0001074637,0.7989369,0.000002578377,0.00003844784,0.000003617642,0.04196498,0.01353764,0.0001396266,0.004661494,0.1397857,0.0001984003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867874,0.00001538809,0.0005591797,0.006925512,0.00002742145,0.0004517267,0.000006214481,0.00004781076,0.005179323],"genre_scores_gemma":[0.9990642,0.00001170253,0.00005851866,0.0005470481,0.000005169557,0.00004445782,0.00003115463,0.000002518655,0.0002352496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1395716,"threshold_uncertainty_score":0.999531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150855734461883,"score_gpt":0.1888303951581334,"score_spread":0.1773218378135146,"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."}}