{"id":"W6909273607","doi":"10.34943/6588633e-8127-48e1-bebd-585a31204e96","title":"Baynes Sound pH Sensor Deployed 2022-07-20","year":2022,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Sound (geography); Software deployment; Seawater; Water quality; Deep water; Digital data","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006563397,0.001860746,0.0009343739,0.001505944,0.0007253392,0.001072348,0.002353939,0.001321057,0.01617918],"category_scores_gemma":[0.002159836,0.0003767535,0.000485724,0.003112753,0.0003427241,0.0009516892,0.001092471,0.001109307,0.02983694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001444038,"about_ca_system_score_gemma":0.002556331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1576054,"about_ca_topic_score_gemma":0.2775326,"domain_scores_codex":[0.999298,0.00006333999,0.00005050025,0.0001963405,0.0002761672,0.0001156802],"domain_scores_gemma":[0.9989267,0.00008829134,0.0000530873,0.0002240462,0.0005597752,0.0001479739],"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":[0.00006887213,0.00003514332,0.00163813,0.0001650273,0.00001430916,0.00003138028,0.00002231001,0.000590745,0.000243614,0.0002740753,0.9936031,0.003313348],"study_design_scores_gemma":[0.0002545359,0.00004589392,0.01661514,0.0002172061,0.00002458634,0.0001042335,0.0002376274,0.003667024,0.001212949,0.001338857,0.9762204,0.00006156826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000944045,0.00005470134,0.0001898914,0.0001104579,0.00005232242,0.00002677736,0.9957976,0.0008782545,0.001945985],"genre_scores_gemma":[0.001256976,0.000024439,0.0003916557,0.00003619105,0.000005709542,0.00003975969,0.9974182,0.00004387724,0.0007832894],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1576054,"threshold_uncertainty_score":0.3133761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00883040916371292,"score_gpt":0.2136867528715224,"score_spread":0.2048563437078095,"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."}}