{"id":"W592850733","doi":"","title":"Oceanography, meteorology, physics and chemistry, water law, and water history, art, and culture","year":2005,"lang":"en","type":"book","venue":"Wiley-Interscience eBooks","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meteorology; Environmental science; Oceanography; Atmospheric sciences; Physics; Geology","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003106406,0.0004387568,0.0003888013,0.00003885018,0.0002517494,0.000142728,0.0004392694,0.0002780656,0.002494166],"category_scores_gemma":[0.000005098762,0.0002845736,0.00008426024,0.00001715134,0.005107048,0.0002363549,0.001510966,0.0005631309,0.00007531075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002292859,"about_ca_system_score_gemma":0.00002396868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008019047,"about_ca_topic_score_gemma":0.0001111927,"domain_scores_codex":[0.9975711,0.00003650247,0.0002551403,0.0009774966,0.000446643,0.000713152],"domain_scores_gemma":[0.9991875,0.00001971425,0.00006045134,0.0003995157,0.00001671712,0.00031605],"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":[0.000276501,0.0001402863,0.004711364,0.0006765763,0.00022356,0.000247006,0.02206255,0.000002671139,0.1084028,0.001598402,0.7196022,0.1420561],"study_design_scores_gemma":[0.0002361487,0.0001290879,0.00001486994,0.00002829721,0.0000323669,0.00008350833,0.00003156131,0.00008342938,0.004585812,0.001828381,0.9925198,0.0004267526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005056964,0.0001142211,0.00002602975,0.0002295638,0.0001037464,0.0002772374,0.0000122474,0.00004496182,0.994135],"genre_scores_gemma":[0.008604794,0.0002018863,0.0002625844,0.00116373,0.00020898,0.00002786446,0.00004294364,0.00004132297,0.9894459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2729176,"threshold_uncertainty_score":0.9999607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009356857813247077,"score_gpt":0.1987962618574835,"score_spread":0.1894394040442364,"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."}}