{"id":"W2890874387","doi":"10.1080/1755876x.2018.1489208","title":"Copernicus Marine Service Ocean State Report","year":2018,"lang":"en","type":"article","venue":"Journal of Operational Oceanography","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Copernicus; Service (business); Oceanography; State (computer science); Environmental science; Meteorology; Geography; Climatology; Geology; Computer science; Business; Physics","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":[0.000889498,0.001216879,0.0007855073,0.003674851,0.0003688935,0.001427618,0.001026518,0.0006268229,0.1959139],"category_scores_gemma":[0.002423697,0.0004572745,0.0002862566,0.005792638,0.0003568136,0.001149077,0.001550215,0.001561613,0.1453946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007348676,"about_ca_system_score_gemma":0.003972127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01957513,"about_ca_topic_score_gemma":0.01648082,"domain_scores_codex":[0.9993529,0.0000478236,0.000129128,0.00009285899,0.000328436,0.00004889966],"domain_scores_gemma":[0.9980976,0.0001928045,0.0002137198,0.0003149358,0.001017731,0.0001632059],"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":[0.0001024409,0.00006079602,0.001398731,0.000943133,0.00002109539,0.0001152666,0.00004066119,0.0003711084,0.0008750128,0.002208365,0.8519349,0.1419285],"study_design_scores_gemma":[0.000008951273,0.00001087974,0.003579369,0.0001759124,0.000004611237,0.00004697652,0.00001678306,0.00007093236,0.0001190091,0.0003231034,0.9956376,0.000005967862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001959327,0.007321301,0.002951416,0.002872148,0.006035235,0.000418521,0.5248964,0.001563321,0.4519823],"genre_scores_gemma":[0.009675566,0.01816623,0.008250193,0.001349749,0.001079112,0.0007384568,0.5367838,0.001022981,0.4229339],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1959139,"threshold_uncertainty_score":0.6553972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009967739505085501,"score_gpt":0.212983421643216,"score_spread":0.2030156821381305,"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."}}