{"id":"W6944205008","doi":"10.17895/ices.pub.25348945","title":"Recovering Canadian Atlantic Cod Stocks: The Shape Of Things To Come?","year":2003,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stock (firearms); Luck; Productivity; Suite","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006261641,0.00032893,0.0005294544,0.0003887112,0.00009102005,0.0002196302,0.001715678,0.0002356499,0.0854728],"category_scores_gemma":[0.0001173545,0.0002634588,0.00007176664,0.0004359918,0.00006884912,0.00009551276,0.0002237656,0.0002868656,0.03639031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003151782,"about_ca_system_score_gemma":0.0007341342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5790625,"about_ca_topic_score_gemma":0.8312695,"domain_scores_codex":[0.9983358,0.000118996,0.0002851933,0.0004643105,0.0003005048,0.0004952156],"domain_scores_gemma":[0.9984235,0.00005305124,0.000300447,0.0008746317,0.00004338749,0.0003049641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001693579,0.00002013331,0.0005840731,0.00002098246,0.0001765226,0.00003371967,0.001212714,0.00001068616,0.0001761492,0.00001882117,0.9920072,0.005722088],"study_design_scores_gemma":[0.0002368193,0.00003564469,0.0001060202,0.0005873037,0.00007053399,0.00001458211,0.0001968208,0.00002257603,0.00007617979,0.000005142437,0.9983031,0.0003453243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003869307,0.0001355299,0.000002775264,0.0001573631,0.0002579577,0.001896369,0.0007160492,0.000004195216,0.9929605],"genre_scores_gemma":[0.004711506,0.000009104608,0.003406502,0.000345351,0.00008656748,0.00004278937,0.0001413039,0.001182176,0.9900747],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.252207,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02818065880586989,"score_gpt":0.2812922255263813,"score_spread":0.2531115667205114,"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."}}