{"id":"W7163399714","doi":"10.21966/ea8w-bf35","title":"Seawater Carbon Dioxide (CO2) Content from the Burke-o-Lator pCO2/TCO2 analyzer located at the Hakai Institute’s Quadra Island Field Station, Hyacinthe Bay, BC, Canada (Research)","year":2014,"lang":"","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seawater; Carbon dioxide; Bay; Salinity; Shore; Surface water; 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","research_integrity","insufficient_payload"],"category_scores_codex":[0.007665719,0.004411845,0.00402436,0.001073216,0.006910643,0.002141771,0.009813963,0.002351358,0.006181031],"category_scores_gemma":[0.006124641,0.002819941,0.001120605,0.003624992,0.007775091,0.001962296,0.004939779,0.009036982,0.01014777],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008522111,"about_ca_system_score_gemma":0.01521263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9911103,"about_ca_topic_score_gemma":0.9988672,"domain_scores_codex":[0.969387,0.005870183,0.005073804,0.005308243,0.008774308,0.005586474],"domain_scores_gemma":[0.9744568,0.004474817,0.002842057,0.01192092,0.004183468,0.002121901],"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":[0.002132226,0.000463375,0.003721815,0.0003456267,0.004589713,0.001277117,0.001237125,0.006910007,0.001092129,0.0003371717,0.9775034,0.0003903613],"study_design_scores_gemma":[0.004909295,0.0003767657,0.002967828,0.001635312,0.002427911,0.0001441095,0.0009918266,0.003298948,0.003453751,0.0001851019,0.9761267,0.003482474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1821648,0.003586207,0.0003231725,0.0154606,0.01421109,0.007451368,0.7749521,0.0002780503,0.001572669],"genre_scores_gemma":[0.2507223,0.001806968,0.00005020286,0.00734454,0.00413608,0.001142288,0.7248418,0.0007789315,0.009176804],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06855752,"threshold_uncertainty_score":0.9989438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05899021664638585,"score_gpt":0.2855850289193088,"score_spread":0.2265948122729229,"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."}}