{"id":"W2915376056","doi":"","title":"ICES Report on Ocean Climate 2008","year":2009,"lang":"en","type":"article","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Climatology; Geography; Oceanography","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":[0.0010157,0.001097854,0.0008466857,0.0003239031,0.001136969,0.0003993125,0.001313691,0.0003262993,0.00196385],"category_scores_gemma":[0.0001692971,0.0009976211,0.0005195383,0.0009284605,0.0004523007,0.001151282,0.002269523,0.0006843241,0.002410237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006819636,"about_ca_system_score_gemma":0.00009819322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00557983,"about_ca_topic_score_gemma":0.006641516,"domain_scores_codex":[0.9926158,0.0001563451,0.001356491,0.001872915,0.001774398,0.002224011],"domain_scores_gemma":[0.9964519,0.00005750052,0.0005708733,0.001910153,0.00005062419,0.0009589327],"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":[0.0009452084,0.003073667,0.1539542,0.0002778131,0.0005274792,0.006187209,0.0005769353,0.01381882,0.008608915,0.04438498,0.5860626,0.1815822],"study_design_scores_gemma":[0.001788054,0.0007931977,0.07019044,0.0001535592,0.0002687619,0.0003471906,0.0001193896,0.0008717692,0.005303728,0.002383196,0.9160992,0.001681503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4505542,0.0009141017,0.0007792853,0.006607834,0.002978777,0.002124409,0.0009769198,0.0009335565,0.5341309],"genre_scores_gemma":[0.9745777,0.0008588132,0.001334438,0.003423858,0.0007795996,0.00004344381,0.001134875,0.000113571,0.01773369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5240235,"threshold_uncertainty_score":0.9992474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009925469964883643,"score_gpt":0.2512451719228846,"score_spread":0.241319701958001,"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."}}