{"id":"W6965395669","doi":"10.34943/783ac0e4-1562-4afa-8de0-991e13be06ce","title":"Patricia Bay Nitrate sensor Deployed 2012-03-22","year":2012,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Nitrate; Software deployment; Measure (data warehouse); Nutrient; Ocean chemistry","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":[0.000561517,0.001580449,0.0008749049,0.001647067,0.0005162231,0.0009764117,0.002024613,0.0008914647,0.007173217],"category_scores_gemma":[0.001631435,0.0003913471,0.0005175543,0.002730723,0.000244917,0.0008377263,0.0008571824,0.001214882,0.01544633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001454428,"about_ca_system_score_gemma":0.001519162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1322033,"about_ca_topic_score_gemma":0.2315802,"domain_scores_codex":[0.999493,0.00004224755,0.00003885844,0.0001658233,0.0001826352,0.00007744709],"domain_scores_gemma":[0.9992697,0.00004055284,0.0000535724,0.0001619044,0.0003804615,0.00009378033],"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":[0.0001381635,0.00006239975,0.003759802,0.0002340784,0.00003832886,0.00006428776,0.00004267648,0.001229038,0.0005204711,0.000336141,0.9882144,0.00536025],"study_design_scores_gemma":[0.0002630479,0.00005065546,0.04616165,0.0001639713,0.00004646269,0.0001331983,0.00023008,0.007477461,0.002618331,0.0008302979,0.9419512,0.00007361524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00261344,0.00007114901,0.0002416474,0.00009699105,0.0000385196,0.00003624954,0.9935318,0.001175072,0.002195091],"genre_scores_gemma":[0.0020946,0.00002946545,0.0005126982,0.00002374992,0.000005771054,0.00004309887,0.9962711,0.00005348932,0.0009660408],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8677967,"threshold_uncertainty_score":0.2628676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039639839153169,"score_gpt":0.1751360603371669,"score_spread":0.1647396619456352,"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."}}