{"id":"W6890425359","doi":"10.34943/6ff7f49d-5691-408b-a501-9158425b08af","title":"Barkley Canyon Upper Slope Fluorometer Turbidity Deployed 2018-07-01","year":2018,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluorometer; Turbidity; Canyon; Turbidite; Detector; Chlorophyll a","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001541584,0.002246153,0.001997296,0.0001240776,0.001148537,0.000442289,0.002926723,0.002356479,0.002863533],"category_scores_gemma":[0.000183548,0.002255005,0.001275545,0.00131199,0.0008285683,0.0004071221,0.0009939349,0.003681167,0.0003007033],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006119427,"about_ca_system_score_gemma":0.006389357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8255917,"about_ca_topic_score_gemma":0.9485289,"domain_scores_codex":[0.9892967,0.0006354631,0.00147107,0.002493026,0.002739945,0.003363823],"domain_scores_gemma":[0.9923843,0.0004498679,0.001163974,0.003846698,0.0005197639,0.001635363],"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":[0.0000671306,0.00009421994,0.000261294,0.0001782711,0.001201769,0.0001195799,0.00003931139,0.0004356361,0.000003027415,7.996827e-7,0.9975319,0.00006707649],"study_design_scores_gemma":[0.0009580351,0.0001000385,0.000910366,0.0002937789,0.0008674915,0.00005285073,0.00006933392,0.001111852,0.00001017242,0.000008699284,0.9931876,0.002429757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008727409,0.001663713,0.0000227751,0.0001907231,0.007020901,0.001138482,0.988654,0.0003725386,0.00006413773],"genre_scores_gemma":[0.0008871407,0.001213324,0.0004579102,0.005409726,0.007247072,0.00004335312,0.9826391,0.0007878059,0.001314504],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1229373,"threshold_uncertainty_score":0.9992435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064120820539265,"score_gpt":0.2165718420848635,"score_spread":0.2059306338794708,"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."}}