{"id":"W4401605622","doi":"10.1080/17451000.2024.2362801","title":"Swallowers (Chiasmodontidae, Scombriformes) of The Gully Marine Protected Area, in the northwest Atlantic","year":2024,"lang":"en","type":"article","venue":"Marine Biology Research","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Bedford Institute of Oceanography","funders":"","keywords":"Marine protected area; Geography; Oceanography; Fishery; Geology; Ecology; Habitat; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002587005,0.0001753714,0.0002369094,0.0001629139,0.0001978451,0.00002160997,0.001235325,0.0002430209,0.0032795],"category_scores_gemma":[0.000338403,0.00009001373,0.0001015026,0.001145109,0.001698682,0.00006139679,0.002676123,0.001053354,0.000367758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039499,"about_ca_system_score_gemma":0.00008326814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03076393,"about_ca_topic_score_gemma":0.06502289,"domain_scores_codex":[0.9972944,0.0009548658,0.0003335749,0.0004669311,0.0002661388,0.0006840859],"domain_scores_gemma":[0.9987882,0.0004779797,0.00003952051,0.0006215653,0.00002796496,0.00004470397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001095344,0.0001026382,0.9846763,0.00002690358,0.00002648484,0.00003039838,0.0001478328,0.00001263265,0.002501533,0.002181013,0.001617751,0.008566971],"study_design_scores_gemma":[0.0002641523,0.0003258051,0.9653152,0.00001459135,0.000008514975,0.00006586812,0.00005145591,0.0002992092,0.0001761247,0.004466276,0.02890432,0.0001085331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486554,0.00003475754,0.000006610451,0.003570071,0.0002541584,0.000828626,0.000005943133,0.00002941612,0.04661502],"genre_scores_gemma":[0.9963058,0.00005736015,0.00007969857,0.0001715181,0.00005473848,0.0001473834,0.0000562218,0.00001292622,0.003114349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04765041,"threshold_uncertainty_score":0.9976316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556419053763428,"score_gpt":0.2999704531148253,"score_spread":0.274406262577191,"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."}}