{"id":"W6927917318","doi":"10.34943/12ade8c5-97fa-4c7d-994d-ca905fe9bec4","title":"Fraser River Delta Upper Slope Conductivity Temperature Depth Deployed 2021-03-25","year":2021,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delta; Temperature measurement; Turbidity; Conductivity; Hydrology (agriculture)","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":[0.0008937825,0.002244535,0.002190123,0.00008979315,0.001227177,0.0005410215,0.001985564,0.003031172,0.001532693],"category_scores_gemma":[0.0002194142,0.002305871,0.001373195,0.002158243,0.000741796,0.0005069738,0.001001795,0.006666846,0.00005789035],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00367403,"about_ca_system_score_gemma":0.009605581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.577188,"about_ca_topic_score_gemma":0.9557387,"domain_scores_codex":[0.9899675,0.0008968787,0.001138486,0.002820823,0.002491581,0.002684688],"domain_scores_gemma":[0.9929002,0.000513464,0.0008859771,0.003510295,0.0008848373,0.001305261],"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":[0.00004320055,0.0001851525,0.000855359,0.0001904238,0.001962888,0.0007965006,0.00005031891,0.003927577,0.0000131682,0.000002909838,0.9918657,0.0001067965],"study_design_scores_gemma":[0.001396253,0.00003174496,0.0009401137,0.0003631294,0.0010052,0.00005078835,0.0004791917,0.0007857376,0.00002520394,0.000006290496,0.992469,0.002447337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003369543,0.005922348,0.00001276605,0.0003023557,0.004024635,0.0009988912,0.9851359,0.0001894768,0.00004415511],"genre_scores_gemma":[0.003039082,0.002012582,0.0004568104,0.00608525,0.004144245,0.00004474804,0.9824793,0.0006674356,0.001070515],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3785506,"threshold_uncertainty_score":0.9993801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008653512911050428,"score_gpt":0.2175325669479201,"score_spread":0.2088790540368696,"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."}}