{"id":"W6946650520","doi":"10.34943/1705c120-f46e-4565-8a00-698936faeec4","title":"Tsawwassen - Duke Point Ferry Route Pyranometer Deployed 2022-10-11","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":"Pyranometer; Sanitary sewer; Irradiance; Radiometer; Broadband; Measure (data warehouse)","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001587038,0.002045762,0.002002676,0.0001659825,0.00146677,0.0003891315,0.003110798,0.00122146,0.04014661],"category_scores_gemma":[0.0001054225,0.002282901,0.001682787,0.002118768,0.0003699467,0.0003349766,0.001803447,0.003623762,0.00002851738],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009368548,"about_ca_system_score_gemma":0.006128464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7099101,"about_ca_topic_score_gemma":0.9429699,"domain_scores_codex":[0.9890811,0.0006776598,0.00157928,0.002435052,0.003251879,0.002975036],"domain_scores_gemma":[0.9932299,0.0005390351,0.001328246,0.00344157,0.0002485898,0.001212642],"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":[0.00007703241,0.0001355317,0.000168038,0.0001686645,0.001488506,0.0005124654,0.00004664145,0.008506794,0.000001986023,0.000005489846,0.9888374,0.00005142536],"study_design_scores_gemma":[0.0012799,0.00007587044,0.0001705007,0.00008735555,0.0009473167,0.00007568995,0.0004032942,0.003000549,0.000001163434,0.0000103947,0.9916201,0.002327899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000331938,0.002074487,0.00001646339,0.000472542,0.003949985,0.001232793,0.9914358,0.0004185138,0.00006752426],"genre_scores_gemma":[0.0003982566,0.0007224126,0.0001139232,0.00572468,0.002024219,0.0001276949,0.9848813,0.0009050719,0.005102448],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2330599,"threshold_uncertainty_score":0.9998332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008146081418253735,"score_gpt":0.2057578675775676,"score_spread":0.1976117861593139,"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."}}