{"id":"W6921849157","doi":"10.82144/00d67217","title":"NEFSC Aerial Survey - Experimental 2002","year":2025,"lang":"en","type":"dataset","venue":"OBIS-SEAMAP","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerial survey; Bay; Shore; Research center; Nautical mile; Center (category theory)","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":[0.0005006504,0.0003996457,0.0004230075,0.00008519783,0.0002156618,0.0001739658,0.001242694,0.000397105,0.2225464],"category_scores_gemma":[0.0001797118,0.0003866283,0.0001328493,0.0004153202,0.000392219,0.0001658628,0.002130962,0.0006106861,0.00246513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003648539,"about_ca_system_score_gemma":0.00009863357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02294051,"about_ca_topic_score_gemma":0.003746647,"domain_scores_codex":[0.99708,0.0003046045,0.0003549567,0.0007673005,0.0008047122,0.0006883979],"domain_scores_gemma":[0.9984103,0.0001286887,0.00009986969,0.001105494,0.00001420012,0.0002414151],"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":[0.0000920423,0.0001888617,0.002575365,0.00002832956,0.00002477135,0.00004157229,0.000007909611,0.00000161571,0.00006121227,0.000001981601,0.9956549,0.00132145],"study_design_scores_gemma":[0.000365363,0.0001126664,0.002718375,0.000008371677,0.00001067664,0.000003233585,0.00001372976,0.000009437298,0.0001534009,0.000003081715,0.9962223,0.0003793999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003514131,0.00003750793,0.000001923191,0.0000516013,0.000946714,0.0003812032,0.8730744,0.00003174765,0.1251235],"genre_scores_gemma":[0.0001057871,0.0001472845,0.0000468695,0.0003125606,0.000310812,0.0001010758,0.960663,0.00001792643,0.03829474],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2200812,"threshold_uncertainty_score":0.9998586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219574746454319,"score_gpt":0.2913262826197253,"score_spread":0.2691305351551821,"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."}}