{"id":"W4406515676","doi":"10.1016/s0967-0653(97)83464-3","title":"10.1016/s0967-0653(97)83464-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Trichodesmium; Biogeochemical cycle; Oceanography; Environmental science; Cyanobacteria; Environmental chemistry; Chemistry; Geology; Diazotroph; Nitrogen fixation; Bacteria; Nitrogen","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":[0.00155091,0.003519588,0.002591178,0.00320119,0.002791649,0.004776965,0.004285712,0.006356233,0.9911164],"category_scores_gemma":[0.001993194,0.001319316,0.002080976,0.003076411,0.002608429,0.00692948,0.003910302,0.003417167,0.9936712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337924,"about_ca_system_score_gemma":0.001161005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003954836,"about_ca_topic_score_gemma":0.003080492,"domain_scores_codex":[0.9991993,0.00005364194,0.00007195493,0.0002943772,0.0002004912,0.000180208],"domain_scores_gemma":[0.9969291,0.0007634492,0.0002145693,0.0003519858,0.000651026,0.001089919],"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":[0.0004754364,0.0002734746,0.000753485,0.0007679129,0.00005567771,0.0002606871,0.0001227633,0.0004947843,0.002289371,0.005034497,0.3609029,0.628569],"study_design_scores_gemma":[0.00008304575,0.000168865,0.0007264333,0.0004673226,0.00002062499,0.0004028417,0.0001323353,0.0002211579,0.0003911001,0.0006578261,0.9966946,0.00003383994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005010227,0.0005147535,0.0008511516,0.0005029048,0.0004575108,0.0001540596,0.0008671513,0.00100729,0.9951441],"genre_scores_gemma":[0.0004848287,0.0002226405,0.0003559234,0.0002383405,0.0000930571,0.00007249376,0.0003451841,0.000164516,0.998023],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008883595,"threshold_uncertainty_score":0.01267129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006311733614221438,"score_gpt":0.1693298316956822,"score_spread":0.1630180980814608,"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."}}