{"id":"W6946524442","doi":"10.34943/ad9eb6cd-d3c0-48d6-b78f-3f1e0669e838","title":"Tsawwassen - Swartz Bay Ferry Route Transmissometer Deployed 2003-04-30","year":2011,"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; Attenuation; Satellite; Transmission (telecommunications); Detector; Software deployment","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":[0.001146413,0.002297198,0.002154189,0.0001263212,0.0008279087,0.000305586,0.002791505,0.002346806,0.002266832],"category_scores_gemma":[0.00008079148,0.00236281,0.001200715,0.001981219,0.0004667385,0.0003642577,0.0003408279,0.004161277,0.0001419364],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003218626,"about_ca_system_score_gemma":0.00666564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6637126,"about_ca_topic_score_gemma":0.8643676,"domain_scores_codex":[0.9900067,0.0005105597,0.001602012,0.002262675,0.002264564,0.003353477],"domain_scores_gemma":[0.9933804,0.0002617426,0.001040358,0.003075343,0.0005810734,0.001661067],"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":[0.00005634805,0.0001502975,0.0002364601,0.000253793,0.001844632,0.0003023912,0.0001236674,0.001003184,0.000001045657,0.000004701893,0.9958925,0.0001309408],"study_design_scores_gemma":[0.001340804,0.00007451187,0.0005447911,0.0002956476,0.001317443,0.00004944109,0.0001372251,0.001783882,0.000003939191,0.00001219517,0.9919245,0.002515653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002155844,0.002991339,0.0001477566,0.0001138318,0.003121972,0.00133881,0.9915227,0.0004357451,0.0001122242],"genre_scores_gemma":[0.0007229598,0.001817662,0.0006044685,0.004200343,0.002297141,0.00005960095,0.9874995,0.0009131134,0.001885163],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.200655,"threshold_uncertainty_score":0.9989767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293480115225983,"score_gpt":0.2060807453750477,"score_spread":0.1931459442227879,"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."}}