{"id":"W6890300305","doi":"10.34943/180f7d74-47c0-4afd-9574-5a73af7a5814","title":"Fraser River Delta Upper Slope Turbidity Meter Deployed 2018-10-04","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":"Turbidity; Delta; River delta; Hydrology (agriculture); Metre; Turbidity current","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":[0.001200221,0.002078876,0.001787476,0.0000985478,0.001017031,0.0003220163,0.002793357,0.00231086,0.003866221],"category_scores_gemma":[0.0001638203,0.002031896,0.001329553,0.001157552,0.001182001,0.0004240208,0.001086985,0.003044248,0.0002958364],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003843779,"about_ca_system_score_gemma":0.004163951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7029939,"about_ca_topic_score_gemma":0.9144247,"domain_scores_codex":[0.9903857,0.000565137,0.001294023,0.002374159,0.002496877,0.002884123],"domain_scores_gemma":[0.9926492,0.0004719156,0.001092908,0.003766157,0.0006778434,0.001341957],"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":[0.00008733381,0.0001099777,0.0003018975,0.0001167199,0.001598406,0.0001087032,0.00003934298,0.0007017453,7.754837e-7,7.248039e-7,0.9968753,0.00005909713],"study_design_scores_gemma":[0.001207132,0.0000748912,0.0004613697,0.0001867934,0.001183438,0.00001556993,0.0000559361,0.002069876,0.000007175201,0.00001573833,0.9924532,0.002268935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007960681,0.001107708,0.00004738554,0.0001296908,0.004392436,0.0009928107,0.9921749,0.0003106482,0.00004835113],"genre_scores_gemma":[0.0004421241,0.0006089712,0.0008183164,0.006371727,0.005763039,0.00003573902,0.9834092,0.0007006443,0.001850255],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2114307,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181338005931299,"score_gpt":0.2208512382315568,"score_spread":0.2090378581722438,"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."}}