{"id":"W6946797473","doi":"10.34943/1670ca24-1b07-40b9-a872-c780a6b626c2","title":"Barkley Upper Slope Nitrate sensor Deployed 2018-07-01","year":2018,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nitrate; Software deployment; Profiling (computer programming); New england; Measure (data warehouse)","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":[0.000484594,0.001479483,0.0008660466,0.001388363,0.0007922009,0.0009431676,0.001985586,0.0009657067,0.008332365],"category_scores_gemma":[0.001881505,0.0003345882,0.000423831,0.002572432,0.0003432699,0.0009673071,0.0009852303,0.001131439,0.01942664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880227,"about_ca_system_score_gemma":0.00310497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2511283,"about_ca_topic_score_gemma":0.4505924,"domain_scores_codex":[0.9994035,0.00004407322,0.00004147501,0.0001439082,0.0002473365,0.0001197739],"domain_scores_gemma":[0.9989539,0.00005268767,0.00004396975,0.0001684181,0.0006787135,0.000102283],"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":[0.00008234199,0.00003519492,0.00222878,0.0001440254,0.00001602178,0.00004042216,0.0000328518,0.0006558068,0.0003668467,0.0003156822,0.9925392,0.003542686],"study_design_scores_gemma":[0.0001440504,0.00002905716,0.01781648,0.0001774003,0.00002151564,0.0000821492,0.0002808355,0.003226571,0.001523126,0.0009798793,0.9756716,0.00004727101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002130219,0.0001033637,0.000225762,0.0001696976,0.00008227387,0.00003218043,0.9933414,0.001009767,0.002905287],"genre_scores_gemma":[0.002259738,0.00005511739,0.0004714329,0.00004182248,0.000008882061,0.00004005144,0.9957514,0.00005386151,0.001317642],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7488717,"threshold_uncertainty_score":0.4993332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009309951783560094,"score_gpt":0.2137662066300594,"score_spread":0.2044562548464993,"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."}}