{"id":"W4410286809","doi":"10.1016/j.biocon.2025.111211","title":"Spatial scale and conservation options for carpet sharks","year":2025,"lang":"en","type":"article","venue":"Biological Conservation","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Scale (ratio); Geography; Fishery; Cartography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006599214,0.0001542219,0.0001139534,0.001087272,0.0006085577,0.0009428571,0.0007647757,0.0003498562,0.00761639],"category_scores_gemma":[0.001800755,0.0001049869,0.0002259125,0.000597386,0.001014223,0.0008650598,0.000840915,0.0002322816,0.0002909809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005386198,"about_ca_system_score_gemma":0.0004625105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008115818,"about_ca_topic_score_gemma":0.03649097,"domain_scores_codex":[0.999706,0.00006633886,0.00001778921,0.000049092,0.000056383,0.0001043903],"domain_scores_gemma":[0.9992269,0.000120959,0.0002970382,0.0000551046,0.00009394962,0.0002059667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005957004,0.0002265095,0.8333623,0.0002779782,0.0001085373,0.0009517699,0.001852084,0.007216393,0.004483462,0.01589815,0.005999595,0.1290274],"study_design_scores_gemma":[0.00003781063,0.0001920864,0.968997,0.0001792699,0.00005855461,0.0005853861,0.009157757,0.003148976,0.0004237974,0.006964004,0.01022517,0.00003020561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668217,0.0007158369,0.0005106624,0.001743708,0.00002181274,0.00001557369,0.000172161,0.0000221007,0.02997641],"genre_scores_gemma":[0.998569,0.0001217624,0.0002266843,0.00007146133,0.00001119138,0.000006374062,0.00005996508,0.000002067418,0.0009315046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008115818,"threshold_uncertainty_score":0.02547938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557338716428785,"score_gpt":0.2605221140478448,"score_spread":0.2349487268835569,"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."}}