{"id":"W2286537340","doi":"10.1016/s0967-0653(97)85208-8","title":"10.1016/s0967-0653(97)85208-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Upwelling; Phytoplankton; Photosynthesis; Biomass (ecology); Nutrient; Environmental science; Chlorophyll a; Monsoon; Oceanography; Bloom; Seasonality; Chlorophyll; Algae; Biology; Ecology; Botany; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001407025,0.0001227084,0.0001488285,0.00004931829,0.00009115809,0.00006811576,0.0002247608,0.00004682779,0.999868],"category_scores_gemma":[0.00001151316,0.0001044878,0.00005095332,0.0001961106,0.00001755362,0.0001297795,0.0000124685,0.00008119958,0.9998639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002415011,"about_ca_system_score_gemma":0.00002273365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002016119,"about_ca_topic_score_gemma":0.0001113881,"domain_scores_codex":[0.9990997,0.00003906207,0.0001662668,0.0002160165,0.0001874052,0.0002916059],"domain_scores_gemma":[0.9995047,0.00003946708,0.00002266482,0.0002141073,0.00001873962,0.0002002667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004495278,0.00000794349,0.000006736919,0.000005688886,0.000006779893,0.000008780476,0.000007775574,0.0002468256,1.758694e-7,2.139563e-7,0.04779065,0.9518735],"study_design_scores_gemma":[0.0001146963,0.0001613021,0.0001536815,0.000008069157,0.000006217624,0.00001417099,0.00000185827,0.001902301,0.000005678944,0.000009612421,0.9974644,0.0001579957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005840813,0.00008052854,2.928067e-7,0.0001271268,0.000003691671,0.0001341203,0.00005680231,0.0000861468,0.9989272],"genre_scores_gemma":[0.0006658265,4.4408e-7,0.00003116428,0.0000596878,0.0001921691,0.000001727078,0.00009024709,0.000004350848,0.9989544],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9517155,"threshold_uncertainty_score":0.426089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006207386807627266,"score_gpt":0.1471981938996098,"score_spread":0.1409908070919826,"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."}}