{"id":"W6963166416","doi":"10.17895/ices.pub.19281680","title":"Report of the Third Workshop on Redfish and Oceanographic Conditions (WKREDOCE)","year":2012,"lang":"en","type":"report","venue":"International Council for the Exploration of the Sea (ICES)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrography; Pelagic zone; Current (fluid); Bathythermograph; Structural basin; Abundance (ecology); Fish <Actinopterygii>; Water mass","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"],"consensus_categories":[],"category_scores_codex":[0.007680087,0.0005615553,0.0006245218,0.0002704045,0.0006487878,0.0001527491,0.002165278,0.0004079269,0.0001173484],"category_scores_gemma":[0.007986598,0.0003160856,0.0009744909,0.0007175207,0.0009264333,0.0009467961,0.0004697655,0.0008236266,0.00003550139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525551,"about_ca_system_score_gemma":0.003059281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002807598,"about_ca_topic_score_gemma":0.001140284,"domain_scores_codex":[0.9896849,0.000295153,0.001704761,0.000602025,0.007339204,0.0003739175],"domain_scores_gemma":[0.9813874,0.001507693,0.004836055,0.001913885,0.01026495,0.00009004884],"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":[0.0007444005,0.0006310394,0.004575469,0.0003639855,0.003434742,0.000006358697,0.002304779,0.003609529,0.00111242,0.01245896,0.9701502,0.0006081249],"study_design_scores_gemma":[0.001171926,0.0001006455,0.009078171,0.001911966,0.001436444,0.000309006,0.0009603304,0.001103621,0.002051872,0.01736667,0.9638606,0.0006487098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1757325,0.01428492,0.003070573,0.09341983,0.1245241,0.02705818,0.05421337,0.001008789,0.5066877],"genre_scores_gemma":[0.9716996,0.00142513,0.00008124173,0.0002925341,0.002023034,0.0005354398,0.0009268337,0.0002143907,0.02280179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7959671,"threshold_uncertainty_score":0.9999291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2797508159439619,"score_gpt":0.3422838096512039,"score_spread":0.06253299370724202,"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."}}