{"id":"W6890406521","doi":"10.34943/e20e458a-6dcd-4cfc-bf00-4662b7cf831c","title":"Strait of Georgia East Turbidity Meter Deployed 2014-03-07","year":2015,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turbidity; Metre; Turbidity current; Current meter; Turbidite; Particle (ecology)","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"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001648648,0.00141364,0.001869001,0.00007311454,0.000278743,0.0001201547,0.002098405,0.001527802,0.0006618079],"category_scores_gemma":[0.0001144542,0.001430423,0.0009780437,0.0007083064,0.0005809439,0.000229072,0.0005866523,0.002668983,0.00007336745],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003377723,"about_ca_system_score_gemma":0.009947224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7039586,"about_ca_topic_score_gemma":0.8786244,"domain_scores_codex":[0.9923748,0.0004468175,0.001345602,0.001369801,0.002634614,0.00182835],"domain_scores_gemma":[0.9937875,0.0002505129,0.00155738,0.002461159,0.0007639295,0.001179551],"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":[0.00006028662,0.0001086635,0.0001342808,0.0002481755,0.001227862,0.00006032731,0.00005410351,0.004422227,0.000002753879,0.000002276647,0.9936332,0.00004587397],"study_design_scores_gemma":[0.001042268,0.00006728782,0.0003443845,0.0001747348,0.0009342746,0.0000261189,0.0001926331,0.001587711,0.000004450563,0.00002071431,0.9942907,0.001314713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005356061,0.001764836,0.00002130631,0.00007795657,0.002065907,0.0007307678,0.9946151,0.0001443199,0.0000442503],"genre_scores_gemma":[0.002784631,0.00024416,0.0003541625,0.0007792026,0.001826551,0.00001319466,0.9931712,0.0004072609,0.0004196017],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1746658,"threshold_uncertainty_score":0.9998614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670143764890182,"score_gpt":0.2263718176769552,"score_spread":0.2096703800280534,"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."}}