{"id":"W1989652906","doi":"10.1016/j.dsr2.2004.06.017","title":"Salp distribution and size composition in the Atlantic sector of the Southern Ocean","year":2004,"lang":"en","type":"article","venue":"Deep Sea Research Part II Topical Studies in Oceanography","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Abundance (ecology); Geography; Oceanography; Phytoplankton; Peninsula; Ecology; Environmental science; Biology; Geology; Nutrient","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115881,0.0001035193,0.0001683274,0.00003784405,0.0004077692,0.00002704826,0.0004093673,0.00005829988,0.0001329646],"category_scores_gemma":[0.0003401905,0.00005900354,0.00006801645,0.001219418,0.001784396,0.00007294889,0.0008909792,0.0004886495,0.0000049623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001168301,"about_ca_system_score_gemma":0.000009353494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007048372,"about_ca_topic_score_gemma":0.002376207,"domain_scores_codex":[0.9977992,0.000453373,0.0002411061,0.0002547094,0.0008059604,0.0004456415],"domain_scores_gemma":[0.9991472,0.0004614658,0.000031502,0.0002762502,0.00003170141,0.00005192691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005107084,0.0001827133,0.9946703,0.00003406974,0.00001466537,0.00001122297,0.002879621,0.0000249495,0.00001983225,0.0005537244,0.0006286527,0.0009291355],"study_design_scores_gemma":[0.0007838038,0.0002898095,0.9781832,0.00004791168,0.000005217375,0.000006006155,0.003977651,0.00009287887,0.00008429249,0.006188063,0.01021997,0.0001212352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942092,0.0001006843,0.000007977409,0.002810346,0.00003719487,0.0004520972,0.00001194727,0.000006570089,0.00236396],"genre_scores_gemma":[0.9993971,0.0003863786,0.00002299279,0.0000823951,0.00004155096,0.00002274819,0.000007615856,0.000004859073,0.00003436128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01648718,"threshold_uncertainty_score":0.6574683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04829596247825579,"score_gpt":0.3205102932556554,"score_spread":0.2722143307773996,"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."}}