{"id":"W6965590694","doi":"10.34943/f37f57c5-c08b-4ed6-bd21-7011914495f9","title":"Tsawwassen - Swartz Bay Ferry Route Oxygen Sensor Deployed 2023-05-23","year":2023,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Measure (data warehouse); Software deployment; Terminal (telecommunication); Data logger","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":[0.00151057,0.002313434,0.002217381,0.0001590314,0.001164124,0.0004916109,0.002689997,0.002332583,0.0001802562],"category_scores_gemma":[0.0002151539,0.002519999,0.001500313,0.002764196,0.00039899,0.0002851408,0.001103416,0.004361127,0.001081398],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00560342,"about_ca_system_score_gemma":0.005793792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8163676,"about_ca_topic_score_gemma":0.9749106,"domain_scores_codex":[0.9882891,0.0005925078,0.001677949,0.002643489,0.003074672,0.003722259],"domain_scores_gemma":[0.9923814,0.0008917882,0.001259969,0.003438397,0.0004324404,0.001596021],"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":[0.0000422659,0.00006697456,0.0001880222,0.0002634441,0.002124443,0.0009963639,0.00004228359,0.01445429,0.000002403605,0.000002411902,0.9817789,0.00003819218],"study_design_scores_gemma":[0.001068539,0.00004911491,0.00125322,0.0002966014,0.0009607341,0.00006929903,0.0005547816,0.008512416,0.00000130717,0.00001083259,0.9847164,0.002506775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003798791,0.001080236,0.00002202537,0.0006717445,0.006253683,0.001410249,0.9891154,0.001031116,0.00003562165],"genre_scores_gemma":[0.0001866017,0.001308993,0.0002331308,0.003805959,0.005094052,0.00006475586,0.9794988,0.001304855,0.008502825],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.158543,"threshold_uncertainty_score":0.9998424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278382658694749,"score_gpt":0.2276178900940409,"score_spread":0.2148340635070934,"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."}}