{"id":"W1968062548","doi":"10.1016/0967-0653(95)91482-j","title":"10.1016/0967-0653(95)91482-j","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":211,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photic zone; Phytoplankton; Microbial food web; Environmental science; Nutrient; Biomass (ecology); Stratification (seeds); Dissolved organic carbon; Microbial loop; Environmental chemistry; Food web; Biological pump; Remineralisation; Mediterranean sea; Carbon cycle; Ecology; Mediterranean climate; Chemistry; Biology; Ecosystem; Botany","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":[0.0001392059,0.000120566,0.0001488219,0.00003719872,0.00008943831,0.00006739565,0.0002232738,0.00004549846,0.9997241],"category_scores_gemma":[0.00001082002,0.0001026107,0.00005043804,0.0001976789,0.00001589228,0.0001270943,0.00001218721,0.00007899432,0.998989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000235321,"about_ca_system_score_gemma":0.00002270618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002132552,"about_ca_topic_score_gemma":0.0001061165,"domain_scores_codex":[0.9991108,0.00003918502,0.0001645058,0.0002135866,0.0001838634,0.0002880513],"domain_scores_gemma":[0.9995109,0.00003912563,0.00002240881,0.00021154,0.00001804808,0.0001979432],"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":[0.00003377731,0.000007409584,0.00001397,0.000005952076,0.000006312969,0.000008040058,0.000006151685,0.0002149178,4.247348e-7,2.50625e-7,0.1599039,0.8397989],"study_design_scores_gemma":[0.00009775544,0.0001560353,0.0005281444,0.000008946213,0.000006428397,0.00001574712,0.000001539728,0.002101087,0.000004329687,0.000009903159,0.9969146,0.000155493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001476633,0.0001328599,2.392848e-7,0.0001193279,0.000003909393,0.000133635,0.00006083914,0.00008668276,0.9979859],"genre_scores_gemma":[0.001880631,7.263988e-7,0.0000295427,0.00006669976,0.0001853388,0.00000174069,0.0001058713,0.000004392992,0.9977251],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8396434,"threshold_uncertainty_score":0.4184342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005416347368011791,"score_gpt":0.1454746177198494,"score_spread":0.1400582703518376,"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."}}