{"id":"W7133276872","doi":"","title":"Changes to Survey Indices and Implications for Assessment of Spiny Dogfish (Squalus acanthias) in the Northwest Atlantic","year":2022,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spiny dogfish; Abundance (ecology); Sampling (signal processing); Stock assessment; Population; Index (typography); Relative species abundance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02143392,0.0003278949,0.0002785877,0.001230211,0.0004419317,0.001642897,0.00123588,0.0008798094,0.0005683562],"category_scores_gemma":[0.0424252,0.0002591167,0.0005909658,0.001871003,0.0005530413,0.00135196,0.0008462786,0.0008004089,0.0001361923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004650733,"about_ca_system_score_gemma":0.003123543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08134651,"about_ca_topic_score_gemma":0.1557343,"domain_scores_codex":[0.9914572,0.004607947,0.0009854245,0.0005352339,0.002145379,0.0002687929],"domain_scores_gemma":[0.9845241,0.005904476,0.002266132,0.0006535912,0.006171043,0.0004805745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002473936,0.0002064732,0.7663161,0.0002370646,0.00009724036,0.0001690565,0.00139081,0.0226584,0.003219816,0.002795544,0.004241138,0.198421],"study_design_scores_gemma":[0.00002859987,0.0008229768,0.9192321,0.0002628829,0.00009761331,0.0001743867,0.0039043,0.05493667,0.002461596,0.001720917,0.01627867,0.000079303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377322,0.002055826,0.0275223,0.01507039,0.0003328836,0.0004630252,0.002996108,0.0002949631,0.01353233],"genre_scores_gemma":[0.9428063,0.001400859,0.05094301,0.001278412,0.0001243325,0.0001612743,0.001566975,0.00003177948,0.001687145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9186535,"threshold_uncertainty_score":0.161746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240281909734773,"score_gpt":0.2991850266248853,"score_spread":0.275156835651408,"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."}}