{"id":"W2606752141","doi":"10.3354/esr00831","title":"Conservation physiology can inform threat assessment and recovery planning processes for threatened species","year":2017,"lang":"en","type":"article","venue":"Endangered Species Research","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"IUCN Red List; Threatened species; Conservation biology; Operationalization; Endangered species; Ecology; Population; Library science; Environmental ethics; Biology; Sociology; Habitat; Computer 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":[0.006097103,0.0006794688,0.0004551,0.00216196,0.001176434,0.003329456,0.0008315761,0.001325559,0.009460755],"category_scores_gemma":[0.008697806,0.0002376543,0.0004307328,0.001268007,0.003024953,0.006529137,0.00262989,0.001560559,0.001169926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611769,"about_ca_system_score_gemma":0.002256144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003858181,"about_ca_topic_score_gemma":0.007623381,"domain_scores_codex":[0.9987345,0.0007558809,0.00006549348,0.0001817836,0.0001709494,0.00009137027],"domain_scores_gemma":[0.9955213,0.001829384,0.0009505596,0.0004102029,0.0007954054,0.0004931264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002823856,0.0004697985,0.1699558,0.001288428,0.0001013807,0.001131895,0.00573385,0.02473375,0.02186293,0.1498244,0.02155212,0.6030633],"study_design_scores_gemma":[0.00002173325,0.0006132449,0.3729143,0.001383926,0.0001054041,0.0008391422,0.0178447,0.0184883,0.00586321,0.3450514,0.2366043,0.0002703619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2304473,0.01251815,0.2257336,0.07020956,0.00198758,0.0007538243,0.002061275,0.001095918,0.4551928],"genre_scores_gemma":[0.8715781,0.008460741,0.1008053,0.003767541,0.0004504486,0.0002954656,0.000716803,0.0002215559,0.01370398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009460755,"threshold_uncertainty_score":0.03224498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404692743854878,"score_gpt":0.3855994866646936,"score_spread":0.2451302122792058,"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."}}