{"id":"W2752823234","doi":"10.1016/bs.amb.2017.07.001","title":"Biodiversity, Life History, and Conservation of Northeastern Pacific Chondrichthyans","year":2017,"lang":"en","type":"article","venue":"Advances in marine biology","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Chondrichthyes; Biology; Biodiversity; Skate; Fishery; Species richness; Ecology; Geography","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":[0.0001393234,0.00009227645,0.0001853232,0.00003863216,0.00008126923,0.000002210239,0.0002584169,0.0001056701,0.0008036361],"category_scores_gemma":[0.000131448,0.00008301088,0.00001933855,0.00002237417,0.001200359,0.0001934553,0.0005405378,0.00008459514,0.00008198927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004786447,"about_ca_system_score_gemma":0.000009895867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002579081,"about_ca_topic_score_gemma":0.006694262,"domain_scores_codex":[0.9993479,0.00005886467,0.0001582692,0.0002392848,0.0000311601,0.0001645513],"domain_scores_gemma":[0.9994816,0.00005190691,0.0001612877,0.0002582806,0.000007330916,0.00003964404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006445633,0.00002765683,0.985906,0.000006004136,0.000004345535,0.000002773735,0.00005439294,0.000003799928,0.0008231936,0.0008565598,0.0002172493,0.01203358],"study_design_scores_gemma":[0.000370761,0.0001181835,0.8236552,0.000001566921,0.000005195374,0.000005069436,0.0000258349,0.0000295195,0.00004584012,0.001278286,0.1743815,0.00008304664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609795,0.0002729215,0.00003073512,0.00105739,0.0005098284,0.0000954913,0.000005379979,0.00001024385,0.03703857],"genre_scores_gemma":[0.998215,0.0005502612,0.0004658888,0.000245116,0.00001794881,0.000005052415,0.00001705234,0.00000237377,0.0004813265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1741643,"threshold_uncertainty_score":0.8799251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297107234220182,"score_gpt":0.2336855148113521,"score_spread":0.2207144424691503,"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."}}