{"id":"W2170150538","doi":"10.1029/2008gl034081","title":"A coastal ocean extreme bloom incubator","year":2008,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"North Pacific Marine Science Organization","funders":"Office of Naval Research","keywords":"Bloom; Thermocline; Bay; Oceanography; Dinoflagellate; Upwelling; Algal bloom; Red tide; Environmental science; Wind stress; Phytoplankton; Nutrient; Geology; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003865839,0.0001468668,0.0002040963,0.0001414093,0.0004430462,0.00007229472,0.000408451,0.00004661952,0.001398622],"category_scores_gemma":[0.0001203509,0.0001202347,0.0001018146,0.0005321955,0.0003401844,0.0002363173,0.00008972065,0.0005054802,0.002916755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006704613,"about_ca_system_score_gemma":0.0001004455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01959315,"about_ca_topic_score_gemma":0.002410288,"domain_scores_codex":[0.9972183,0.0002436845,0.0001977431,0.0003865497,0.00111813,0.0008355883],"domain_scores_gemma":[0.9988652,0.0003406941,0.00003096287,0.0003121296,0.0000819154,0.0003691261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004093096,0.0002851609,0.6688161,0.0001225105,0.0001100067,0.002582269,0.000882961,0.0002534834,0.007449474,0.0005209696,0.2543085,0.06425921],"study_design_scores_gemma":[0.0009552247,0.0006246297,0.8569855,0.00003805204,0.000008171997,0.0001279932,0.0002606987,0.01162391,0.0004991448,0.0006702988,0.127621,0.0005854457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851297,0.00003648873,0.00002604856,0.001974886,0.0001380058,0.0001922212,0.00005900233,0.00006044307,0.01238327],"genre_scores_gemma":[0.9965628,0.0000206408,0.00006370664,0.0007190494,0.0006492464,0.00000210422,0.00008084113,0.000006642963,0.001894913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1881694,"threshold_uncertainty_score":0.9995142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05407228535849768,"score_gpt":0.2569369905408572,"score_spread":0.2028647051823596,"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."}}