{"id":"W2558624446","doi":"10.1111/cobi.12868","title":"Predicting occurrence of juvenile shark habitat to improve conservation planning","year":2016,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Holsworth Wildlife Research Endowment","keywords":"Juvenile; Habitat; Geography; Ecology; Fishery; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00121734,0.000451395,0.0003075759,0.0008992369,0.0002548395,0.0007826869,0.0005194789,0.0002973435,0.002154019],"category_scores_gemma":[0.002075797,0.0002893296,0.0003752035,0.0006201651,0.0002494037,0.0004890565,0.0005413164,0.0003544206,0.0003181706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006354677,"about_ca_system_score_gemma":0.001103525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02824206,"about_ca_topic_score_gemma":0.06066293,"domain_scores_codex":[0.9997123,0.0001325173,0.00001479731,0.00007295978,0.00003005817,0.00003740995],"domain_scores_gemma":[0.9988172,0.0005077755,0.0003021212,0.0000734865,0.000166263,0.0001332823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001108902,0.000143648,0.7497844,0.0001225821,0.0001747913,0.0000913652,0.0001544545,0.206041,0.001969554,0.0004445388,0.002383863,0.03857889],"study_design_scores_gemma":[0.00001519352,0.0001224162,0.2075544,0.00004901457,0.00005303243,0.00003125156,0.0005110247,0.7892698,0.0005274154,0.001076294,0.0007679149,0.00002230394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958768,0.0001851893,0.03649271,0.0005353318,0.00002812049,0.00008402156,0.001359675,0.0005017101,0.002045277],"genre_scores_gemma":[0.9907427,0.00003621862,0.008412979,0.00003254043,0.000007266418,0.00001684772,0.0003982976,0.000009490166,0.0003436075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02824206,"threshold_uncertainty_score":0.05615532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030294720588142,"score_gpt":0.2645916853178167,"score_spread":0.2442887381119353,"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."}}