{"id":"W7154005959","doi":"10.21966/65d8-k051","title":"Seawater Carbon Dioxide (CO2) Content from the Burke-o-Lator pCO2/TCO2 Analyzer located at Bamfield Marine Sciences Centre, Bamfield, BC, Canada (Provisional)","year":2023,"lang":"","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seawater; Carbon dioxide; Salinity; Carbonate; Ocean chemistry; Carbon dioxide in Earth's atmosphere; Carbon fibers","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000748775,0.001213717,0.0009079804,0.003088802,0.0008575864,0.001133219,0.001727084,0.0009715067,0.02760076],"category_scores_gemma":[0.002528303,0.0003973616,0.000656133,0.00717175,0.0002368529,0.0006529167,0.001114492,0.0009401942,0.03369821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002149849,"about_ca_system_score_gemma":0.003523472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1581199,"about_ca_topic_score_gemma":0.2414626,"domain_scores_codex":[0.9993958,0.00005078436,0.00007644078,0.0001725907,0.0001989785,0.0001053377],"domain_scores_gemma":[0.997726,0.0002673143,0.0002649678,0.0003546861,0.001193192,0.0001938228],"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":[0.00009216976,0.00002717413,0.01022642,0.000857599,0.00005788715,0.00003490438,0.00004261698,0.0003558875,0.0003836816,0.0004219535,0.9815484,0.005951387],"study_design_scores_gemma":[0.0001284341,0.00001676047,0.04694479,0.0003009223,0.00004091484,0.00004463096,0.0001692748,0.0004759247,0.0007334406,0.0005127098,0.9505931,0.00003902491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001932741,0.00001624598,0.00002196336,0.000015262,0.000005150872,0.000004942333,0.9992939,0.00004542602,0.0004039227],"genre_scores_gemma":[0.0007200199,0.0000274831,0.0001982733,0.00001383081,0.000002785976,0.00005410301,0.9984949,0.00001747717,0.0004711297],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8418801,"threshold_uncertainty_score":0.3143991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04365076331268777,"score_gpt":0.2428200049007259,"score_spread":0.1991692415880381,"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."}}