{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.002580091,0.003779652,0.003491568,0.0009504646,0.003669107,0.001158175,0.00762376,0.001787602,0.00606288],"category_scores_gemma":[0.002185759,0.002795469,0.00104436,0.004624208,0.0041481,0.001151648,0.008412288,0.00390133,0.01632813],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004877666,"about_ca_system_score_gemma":0.01236776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943264,"about_ca_topic_score_gemma":0.996685,"domain_scores_codex":[0.9777374,0.001198225,0.004030758,0.005654829,0.006845363,0.004533421],"domain_scores_gemma":[0.9865527,0.002093619,0.002311574,0.005772042,0.001318934,0.001951158],"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":[0.0009404903,0.0003718726,0.01952378,0.0002423889,0.002717708,0.003470139,0.0001530406,0.003300421,0.001074804,0.0001391253,0.9677407,0.0003255777],"study_design_scores_gemma":[0.003315509,0.0002000768,0.01330455,0.001538271,0.002178593,0.00008463926,0.0006523632,0.004152654,0.002335095,0.00007344229,0.9685695,0.003595309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2010446,0.001525953,0.000008527001,0.006359535,0.01799781,0.003594828,0.7677043,0.0004031559,0.001361297],"genre_scores_gemma":[0.04598655,0.002201601,0.0001454397,0.005729678,0.002980981,0.0003319195,0.9247113,0.0006228647,0.01728963],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1570071,"threshold_uncertainty_score":0.9998787,"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."}}