{"id":"W6909197913","doi":"10.34943/c57b0cda-1e46-4d27-9428-6f3dea9ad813","title":"Patricia Bay Oxygen Sensor Deployed 2016-04-29","year":2016,"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; Oxygen; Measure (data warehouse); Software deployment; 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":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00102089,0.001834997,0.001682081,0.0001029499,0.0008112278,0.0002186053,0.002149752,0.001931709,0.0006465398],"category_scores_gemma":[0.0001879552,0.001584945,0.001133306,0.001126572,0.0003762737,0.0002213891,0.0006023821,0.002462743,0.0001636056],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004592142,"about_ca_system_score_gemma":0.005810399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.563002,"about_ca_topic_score_gemma":0.8587474,"domain_scores_codex":[0.9910563,0.0004866846,0.001325029,0.001950997,0.002226039,0.002954918],"domain_scores_gemma":[0.9930478,0.0009495695,0.001318587,0.002936318,0.0004528432,0.001294927],"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":[0.0000463055,0.00006390492,0.0001244295,0.0001245798,0.001377985,0.0002267971,0.00001725594,0.0008538875,0.00000282631,0.00000135549,0.9968613,0.0002993233],"study_design_scores_gemma":[0.001260305,0.00004072714,0.0001574638,0.0002804822,0.000730596,0.00003814362,0.000094615,0.0008287962,0.00000230159,0.000009820694,0.9945377,0.002019066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007529064,0.002792417,0.0000840606,0.0004447271,0.003266622,0.001011289,0.9918878,0.0003817733,0.00005599885],"genre_scores_gemma":[0.0002294922,0.00185587,0.0001989663,0.004678087,0.006017796,0.00002880168,0.9842359,0.0007315791,0.002023456],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2957454,"threshold_uncertainty_score":0.9998386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007007026347211995,"score_gpt":0.204868558270173,"score_spread":0.197861531922961,"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."}}