{"id":"W7163382767","doi":"10.21966/hz11-3m59","title":"Surface Seawater and Marine Boundary Layer CO2 Observations from the Kwakshua Channel (KC) Buoy on the Central Coast of British Columbia (Research)","year":2018,"lang":"","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Buoy; Seawater; Channel (broadcasting); Current (fluid); Sea surface temperature; Surface layer; Boundary 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.004869673,0.001317667,0.001836774,0.0001789459,0.005807427,0.005175588,0.00457966,0.001194862,0.005200006],"category_scores_gemma":[0.001620658,0.001340784,0.0005005573,0.002022507,0.01617217,0.0014795,0.005818462,0.004401904,0.002961539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007253966,"about_ca_system_score_gemma":0.00256305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.776989,"about_ca_topic_score_gemma":0.910786,"domain_scores_codex":[0.9855502,0.002745381,0.002123707,0.002587232,0.003846731,0.003146813],"domain_scores_gemma":[0.9888406,0.001856977,0.001222412,0.004885417,0.002319456,0.0008750857],"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":[0.0004973795,0.001197237,0.007426673,0.0002582035,0.001426164,0.0003244518,0.0007526138,0.0001957101,0.0003269328,0.00007763456,0.9873143,0.000202658],"study_design_scores_gemma":[0.002280225,0.0004115346,0.136049,0.002178726,0.0005952183,0.000121855,0.0004662318,0.0004298746,0.00007904997,0.0007237814,0.8554918,0.001172698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4095981,0.0005089005,0.000004636198,0.001215899,0.002393548,0.002752566,0.5833094,0.00006906407,0.0001478701],"genre_scores_gemma":[0.07760605,0.004957758,0.0001970569,0.001536323,0.002249605,0.0002319624,0.9089682,0.000458592,0.003794502],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3319921,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029237569451114,"score_gpt":0.291943691950427,"score_spread":0.1890199350053156,"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."}}