{"id":"W6890190007","doi":"10.34943/e3f7d42f-bb99-4323-b346-17c1dc9ff7e6","title":"China Creek Oxygen Sensor Deployed 2019-11-26","year":2019,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Optode; Measure (data warehouse); Oxygen; Water quality; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006115906,0.00139442,0.0007943693,0.001579248,0.001006588,0.0009355294,0.002295212,0.001050848,0.01208674],"category_scores_gemma":[0.001767116,0.0003334288,0.0004704384,0.00360368,0.0004241592,0.0009119579,0.001106006,0.001070598,0.01952236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00263785,"about_ca_system_score_gemma":0.004123136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3203858,"about_ca_topic_score_gemma":0.5083975,"domain_scores_codex":[0.9992638,0.00005403109,0.00004763573,0.0001790047,0.0002997006,0.0001557498],"domain_scores_gemma":[0.9988072,0.00006196318,0.00005008274,0.0002096861,0.0007359885,0.0001351414],"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":[0.00007596565,0.00003282229,0.002349044,0.0001733029,0.00001697676,0.00003764979,0.00002814546,0.0007437425,0.0003879034,0.0004559726,0.9919798,0.003718583],"study_design_scores_gemma":[0.000163132,0.00003589619,0.02418922,0.0001772871,0.00002477835,0.00008109152,0.0002843592,0.003681795,0.001624335,0.001098394,0.9685727,0.00006700231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001510191,0.00005983331,0.0002193848,0.0001316655,0.00005716123,0.00003766959,0.9945518,0.0007382361,0.002693993],"genre_scores_gemma":[0.001829952,0.00003247825,0.0003923002,0.00004175363,0.000006015451,0.00004646109,0.996298,0.00004413445,0.001308903],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6796142,"threshold_uncertainty_score":0.637042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00809962590512907,"score_gpt":0.2121971095994956,"score_spread":0.2040974836943665,"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."}}