{"id":"W6890438282","doi":"10.34943/5f96ddd7-e7c1-4791-a0fe-2cf05e8c147e","title":"Patricia Bay Oxygen Sensor Deployed 2010-02-20","year":2010,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Software deployment; Measure (data warehouse); Oxygen; Oxygen sensor","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"],"consensus_categories":[],"category_scores_codex":[0.0003838121,0.0006755932,0.001127703,0.00006506881,0.0003333393,0.00009033219,0.0004441321,0.0008660925,0.0002519798],"category_scores_gemma":[0.0001145297,0.0005912296,0.0008645814,0.0006102547,0.0001682387,0.00004578988,0.0001243563,0.002902213,0.000005843127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004406713,"about_ca_system_score_gemma":0.001628828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4876932,"about_ca_topic_score_gemma":0.5644348,"domain_scores_codex":[0.9965889,0.00008624606,0.0006214984,0.0008113936,0.0009644506,0.0009274662],"domain_scores_gemma":[0.997149,0.0002378161,0.0004096506,0.001246255,0.0002667164,0.0006905515],"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":[0.00002022205,0.00005088775,0.001071179,0.000165545,0.0007124468,0.0002851565,0.00001204122,0.0002329226,0.000007728611,1.366695e-7,0.9970195,0.0004222306],"study_design_scores_gemma":[0.0005742143,0.00004016164,0.0005947962,0.0001401061,0.001899563,0.00008961681,0.0001117027,0.004775662,0.000004645964,0.000001740665,0.9911869,0.000580963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000984986,0.001785781,0.0001092988,0.004377434,0.001883342,0.0004209276,0.9902547,0.0001270075,0.00005653759],"genre_scores_gemma":[0.0007662013,0.001277185,0.0006121867,0.008932093,0.003543784,0.000005910283,0.9808109,0.0001107342,0.003940968],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07674162,"threshold_uncertainty_score":0.9996539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006219615857422826,"score_gpt":0.2197828928951441,"score_spread":0.2135632770377212,"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."}}