{"id":"W4406515550","doi":"10.1016/s0967-0653(97)86073-5","title":"10.1016/s0967-0653(97)86073-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Upwelling; Nitrogen fixation; Phytoplankton; Environmental science; Nitrogen; Nitrogen cycle; Oceanography; Ecosystem; Ecology; Chemistry; Biology; Nutrient; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001563672,0.003301786,0.002456066,0.003019905,0.002643688,0.0045866,0.004114806,0.006213953,0.9905624],"category_scores_gemma":[0.001923139,0.001253899,0.0020558,0.002881436,0.00244967,0.006629528,0.003726261,0.003316556,0.9935609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289085,"about_ca_system_score_gemma":0.001137535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003600415,"about_ca_topic_score_gemma":0.002817551,"domain_scores_codex":[0.999202,0.00005334522,0.00007378515,0.0002888701,0.0002033438,0.0001787343],"domain_scores_gemma":[0.9969596,0.0007353526,0.0002084201,0.0003544692,0.0006650999,0.001077145],"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":[0.0004587162,0.0002665478,0.0007955345,0.0007510457,0.00005494304,0.0002480067,0.0001185135,0.0004539976,0.002405625,0.005013269,0.3510441,0.6383896],"study_design_scores_gemma":[0.00007524875,0.0001599433,0.000738844,0.000441569,0.00001967344,0.0003954157,0.0001227234,0.0002073712,0.0003994796,0.0006265592,0.9967816,0.00003154898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005340137,0.0005313546,0.0009219511,0.0005396039,0.000486857,0.0001507939,0.0008686092,0.0010349,0.9949319],"genre_scores_gemma":[0.000523247,0.0002267965,0.0003847913,0.0002560728,0.00009858156,0.00007242881,0.000375592,0.0001665344,0.9978958],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009437621,"threshold_uncertainty_score":0.01346165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006309351787581605,"score_gpt":0.169343992591086,"score_spread":0.1630346408035044,"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."}}