{"id":"W6906638521","doi":"10.17895/ices.pub.25243474.v1","title":"Relationships of sea ice extent and bottom water temperature with abundance of snow crab (Chionoecetes opilio) on the Newfoundland - Labrador Shelf","year":2008,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Catch per unit effort; Benthic zone; Pelagic zone; Climate change; Abundance (ecology); Sea surface temperature; Snow; Biomass (ecology); Haddock; Sea ice","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":[0.0005587585,0.0005079446,0.0007171261,0.0002532482,0.0002210599,0.0001677314,0.0007676398,0.00040409,0.005525202],"category_scores_gemma":[0.00007536288,0.0002685601,0.00006797918,0.0003029131,0.0005501988,0.0001901598,0.0001931284,0.0007729451,0.001055476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006686991,"about_ca_system_score_gemma":0.0001702012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001355873,"about_ca_topic_score_gemma":0.009299698,"domain_scores_codex":[0.9977016,0.0003819476,0.0004221616,0.0006772694,0.000483077,0.0003339112],"domain_scores_gemma":[0.9979167,0.000277384,0.0005067622,0.00106205,0.0001291937,0.0001079023],"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":[0.004047532,0.002140006,0.1901242,0.0007200552,0.002984597,0.0002262716,0.01538056,0.0002093429,0.01762594,0.000907607,0.7568168,0.008817131],"study_design_scores_gemma":[0.005443206,0.001093288,0.06759476,0.007442921,0.0006316033,0.0003243232,0.0009204954,0.00005714752,0.0217275,0.0001397921,0.8927649,0.001860105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7383904,0.001063481,0.000002467654,0.0004681536,0.0001116617,0.002722954,0.001533053,0.00001262928,0.2556952],"genre_scores_gemma":[0.2628573,0.0002462873,0.006045345,0.00005891571,0.00022058,0.00008737068,0.000500296,0.001007103,0.7289768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.475533,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02977466651804864,"score_gpt":0.2580937134711077,"score_spread":0.228319046953059,"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."}}