{"id":"W7128606337","doi":"10.15468/st5sa2","title":"DFO Gulf Region Snow Crab Research Trawl Surveys 2010-2020","year":2022,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Snow; Fishing; Research vessel; Aerial survey","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006669473,0.001246943,0.0007094121,0.002968419,0.0004394291,0.0009485423,0.001440631,0.0007886878,0.02258191],"category_scores_gemma":[0.002990942,0.0004671577,0.0006704898,0.006911935,0.000188251,0.0006200605,0.000943969,0.0008061889,0.02299655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680249,"about_ca_system_score_gemma":0.002836333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2088222,"about_ca_topic_score_gemma":0.257461,"domain_scores_codex":[0.9994761,0.00005165914,0.00006047127,0.0001107019,0.0001905796,0.0001103108],"domain_scores_gemma":[0.9984328,0.000208645,0.0002985862,0.0001599211,0.0007674096,0.0001324607],"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":[0.00004292583,0.0000140535,0.003964708,0.0002696407,0.00003253021,0.00002126174,0.00001658947,0.0003669363,0.00005310761,0.000297883,0.9921073,0.002813018],"study_design_scores_gemma":[0.0001602654,0.00002223791,0.04771749,0.0004431021,0.00004304605,0.00006398204,0.0001863183,0.0009921972,0.0003648532,0.0006209983,0.9493486,0.00003697582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002896689,0.00002538082,0.00002459822,0.00002932885,0.00001285521,0.000003292122,0.9991635,0.00004079118,0.0004105549],"genre_scores_gemma":[0.0006984976,0.00003509605,0.0001080921,0.00002226598,0.00000398027,0.00002448781,0.9983453,0.00001578924,0.000746636],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7911778,"threshold_uncertainty_score":0.4152134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2354366759505238,"score_gpt":0.4303384115819184,"score_spread":0.1949017356313946,"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."}}