{"id":"W7131866678","doi":"10.21966/4jvz-bv44","title":"Surface Seawater and Marine Boundary Layer CO2 Time Series from the Bute Inlet Ocean Observing Station (BIOOS) Buoy, Bute Inlet, BC, Canada (Research)","year":2025,"lang":"","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Buoy; Fjord; Seawater; Inlet; Series (stratigraphy); Boundary layer; Surface layer; Mixed layer","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":[0.0003834456,0.0007782347,0.0005786333,0.001798675,0.0006571893,0.0006649496,0.001154245,0.000699143,0.006734214],"category_scores_gemma":[0.001048858,0.0002819257,0.0003826962,0.003754815,0.0002105178,0.0003036208,0.000589247,0.0006518489,0.007031621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934868,"about_ca_system_score_gemma":0.003794674,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5038241,"about_ca_topic_score_gemma":0.6264946,"domain_scores_codex":[0.9996911,0.00001426852,0.00002710954,0.00008192987,0.0001207653,0.00006487381],"domain_scores_gemma":[0.9991087,0.00004338794,0.00009066353,0.00009803261,0.0005551495,0.000104055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002057546,0.0001125469,0.06116194,0.0007900058,0.0001843462,0.0001392553,0.000141158,0.002031451,0.001611497,0.0007216122,0.920097,0.01280342],"study_design_scores_gemma":[0.0002007931,0.00003523776,0.433067,0.0002640931,0.00009263605,0.00007639921,0.0004858024,0.003123173,0.001792078,0.0004133987,0.5603732,0.00007625661],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004694477,0.00004531264,0.00006843617,0.00003502926,0.00001576048,0.00001425713,0.9943286,0.00006721068,0.0007309806],"genre_scores_gemma":[0.004689017,0.00003087418,0.000274671,0.00001393308,0.000005174954,0.00003962441,0.9941591,0.00001198832,0.0007755035],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4961759,"threshold_uncertainty_score":0.9981961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03710640063440424,"score_gpt":0.2771000563629651,"score_spread":0.2399936557285609,"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."}}