{"id":"W4254519990","doi":"10.5194/osd-7-1017-2010","title":"Suspended particles in the Canada Basin from optical and bottle data, 2003–2008","year":2010,"lang":"en","type":"preprint","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of British Columbia","funders":"Japan Agency for Marine-Earth Science and Technology; ArcticNet; National Science Foundation","keywords":"Canada Basin; Environmental science; Structural basin; Oceanography; Arctic; Ridge; Hydrology (agriculture); Particulates; Geology; Geomorphology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002841883,0.0004102433,0.0002397305,0.001409135,0.00132184,0.001161303,0.0005181272,0.0002032624,0.0007825978],"category_scores_gemma":[0.0005554844,0.0002319647,0.0003281888,0.002798457,0.0002751073,0.0002617385,0.000421226,0.0003048719,0.0002258356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01434115,"about_ca_system_score_gemma":0.0141815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907563,"about_ca_topic_score_gemma":0.9955477,"domain_scores_codex":[0.9997008,0.000007675017,0.00001330847,0.00004638362,0.0001823204,0.00004948632],"domain_scores_gemma":[0.9991729,0.00001975979,0.00008856139,0.00002222374,0.0006231955,0.00007325778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001438223,0.00003921142,0.9758584,0.00007159905,0.0001490489,0.0001023598,0.0005150751,0.0007448955,0.003836279,0.0001188673,0.003319906,0.01510041],"study_design_scores_gemma":[0.000008039116,0.00000902775,0.9939373,0.00001409821,0.00002925225,0.00002508703,0.0002824707,0.001112682,0.0009667464,0.00001308263,0.003592718,0.000009489647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772552,0.0004824255,0.0003496159,0.0001014354,0.00001132694,0.00002965727,0.01817276,0.00006245485,0.003535203],"genre_scores_gemma":[0.9734238,0.0004978316,0.001646364,0.0001250581,0.000008933637,0.00003357197,0.02101982,0.00002869274,0.003216006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01434115,"threshold_uncertainty_score":0.1040528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02145260741035065,"score_gpt":0.2191901478508012,"score_spread":0.1977375404404506,"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."}}