{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004162187,0.0001090429,0.000201615,0.00004837031,0.00007665627,0.000002738958,0.0001921871,0.0001560294,0.0007365827],"category_scores_gemma":[0.0008685872,0.00007969991,0.00003164896,0.0001502481,0.0003335619,0.000113432,0.0002057274,0.00006330923,0.0003078126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004794633,"about_ca_system_score_gemma":0.00002842694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003511372,"about_ca_topic_score_gemma":0.0002579729,"domain_scores_codex":[0.9989014,0.0001283609,0.0003645961,0.0003144483,0.00005224493,0.0002389851],"domain_scores_gemma":[0.9990895,0.0004389175,0.0001836535,0.0001936807,0.00003601528,0.0000581871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005263633,0.00001299543,0.7528295,0.000003444208,0.000005864357,4.939624e-7,0.00007203028,0.000005520521,0.2381724,0.0008380522,0.004583145,0.003423937],"study_design_scores_gemma":[0.0005377945,0.0004376032,0.9348854,0.00002584539,0.00001009474,0.000007039268,0.00003021762,0.0002122003,0.02330701,0.001189427,0.03918708,0.0001702469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884357,0.00001461409,0.004072761,0.005178311,0.0004515837,0.0002062458,0.00006260399,0.0000459424,0.001532252],"genre_scores_gemma":[0.9959908,0.000003683157,0.000993314,0.002577669,0.00003558068,0.00004274386,0.0000391344,0.000004436058,0.0003127065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2148654,"threshold_uncertainty_score":0.8065065,"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."}}