{"id":"W6890193934","doi":"10.34943/26981d1e-6c70-4f98-8c25-a6060fa0d93d","title":"Barkley Upper Slope Nitrate sensor Deployed 2014-05-03","year":2014,"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":[0.0005219628,0.001411335,0.0008805102,0.001566229,0.0008442659,0.0009835121,0.00207357,0.001011609,0.007088454],"category_scores_gemma":[0.00195252,0.0003684217,0.0004871213,0.00290792,0.0003755891,0.0009040539,0.000973727,0.001149274,0.01486838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002417924,"about_ca_system_score_gemma":0.004066361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3602581,"about_ca_topic_score_gemma":0.5840347,"domain_scores_codex":[0.9993406,0.00004875183,0.00004695621,0.0001561772,0.0002817873,0.0001257995],"domain_scores_gemma":[0.9988195,0.00005617003,0.0000495248,0.000168664,0.0007978428,0.0001081953],"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":[0.00009241923,0.00004126934,0.003152557,0.0001637575,0.00002641981,0.00004090427,0.00003390168,0.0009511557,0.0004467168,0.0003694425,0.9908578,0.003823597],"study_design_scores_gemma":[0.0001723888,0.00003478739,0.02814903,0.0002066238,0.00003468166,0.00008810141,0.0003423711,0.004343619,0.002004701,0.00105694,0.9634981,0.00006869372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002525882,0.0001094438,0.0002406755,0.0001730209,0.00007536029,0.00003565428,0.993175,0.0008288941,0.002836135],"genre_scores_gemma":[0.002388249,0.00005640963,0.0005021965,0.00004480782,0.000007757525,0.00003662204,0.9955587,0.00004887851,0.001356253],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6397419,"threshold_uncertainty_score":0.7163223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006446184222526845,"score_gpt":0.2040238844669699,"score_spread":0.197577700244443,"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."}}