{"id":"W6963749714","doi":"10.21966/66x5-a210","title":"Dissolved and particulate organic carbon chemistry for freshwater and marine stations from 2014 through 2016 on Calvert and Hecate Islands, British Columbia, Canada","year":2014,"lang":"en","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; McGill University; University of British Columbia","funders":"","keywords":"Dissolved organic carbon; Total organic carbon; Particulates; Ecosystem; Freshwater ecosystem; Temperate climate; Particulate organic carbon; Carbon cycle; Chlorophyll a; Organic matter","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001659768,0.0005416381,0.0008616796,0.00002979215,0.0004255265,0.0006876783,0.000236693,0.000398828,0.0005234337],"category_scores_gemma":[0.0001742529,0.0007077953,0.00005104751,0.00009518821,0.0004247219,0.0002376243,0.0003533517,0.0004382097,0.00002823699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002416656,"about_ca_system_score_gemma":0.0006853553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9824723,"about_ca_topic_score_gemma":0.9990142,"domain_scores_codex":[0.9971411,0.00005595498,0.0005723432,0.001164737,0.0003909241,0.0006749654],"domain_scores_gemma":[0.9983141,0.0001532394,0.00032551,0.0007004122,0.0001406326,0.0003660371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006699531,0.0000517282,0.001604304,0.0003886866,0.0002902753,0.0001093008,0.00002860112,0.000003234763,0.000569742,5.27489e-7,0.99677,0.0001165555],"study_design_scores_gemma":[0.002767479,0.00005728211,0.004275649,0.0004206816,0.0005924087,0.00006490306,0.00001435628,0.0002552417,0.0002420265,0.0002261724,0.990164,0.0009197764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2203122,0.0003882037,0.00001072624,0.0000901496,0.0004188493,0.0006571616,0.7780094,0.00004840595,0.00006494263],"genre_scores_gemma":[0.01120964,0.001221059,0.0002106106,0.0003353264,0.0003563158,0.0001872111,0.9850079,0.0001332559,0.001338712],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2091026,"threshold_uncertainty_score":0.9995373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007729637457698041,"score_gpt":0.2090792863363627,"score_spread":0.2013496488786647,"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."}}