{"id":"W1965801259","doi":"10.1126/science.291.5512.2398","title":"Biogenic Carbon Cycling in the Upper Ocean: Effects of Microbial Respiration","year":2001,"lang":"en","type":"article","venue":"Science","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":466,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Photic zone; Respiration; Carbon cycle; Environmental science; Carbon dioxide; Cycling; Carbon fibers; Heterotroph; Atmospheric sciences; Ecology; Phytoplankton; Biology; Botany; Nutrient; Ecosystem; Bacteria; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008240507,0.00005147893,0.00006962795,0.00004785295,0.0001617514,0.000007916854,0.0005650981,0.00003856794,0.0001011708],"category_scores_gemma":[0.0001110192,0.0000376936,0.0000204188,0.000664089,0.0007890417,0.00008138238,0.0001511935,0.0001229368,0.00002825845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004320652,"about_ca_system_score_gemma":0.00001877455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004743173,"about_ca_topic_score_gemma":0.00107359,"domain_scores_codex":[0.9992766,0.0001673792,0.0001140104,0.0001493863,0.00009829293,0.0001943344],"domain_scores_gemma":[0.9995569,0.0001311911,0.00004597913,0.0002437362,0.000004842156,0.00001737241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001122563,0.00004239172,0.07311521,0.000002392165,4.403632e-7,0.000002000593,0.0009113536,0.0002319756,0.92506,0.0000383605,0.00005343082,0.0005312097],"study_design_scores_gemma":[0.0003023758,0.0002020178,0.8731235,0.00001621703,0.000005415609,0.00001886331,0.00009925848,0.0004665335,0.1219018,0.001496751,0.0022413,0.0001259269],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969935,0.00002380842,0.000003948558,0.000171254,0.0001740886,0.0001273026,2.898879e-7,0.00000474078,0.002501077],"genre_scores_gemma":[0.9994238,0.00001282365,0.00006106385,0.0004507204,0.00001337051,0.000001413728,8.294838e-7,0.000001652266,0.00003434568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8031582,"threshold_uncertainty_score":0.2907257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008057257444835358,"score_gpt":0.2344939418988718,"score_spread":0.2264366844540365,"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."}}