{"id":"W6909190520","doi":"10.34943/c135dff8-44e8-4a98-8077-bf70cf9c4a96","title":"Conception Bay Integrated CTD pH O2 Instrument Deployed 2023-12-13","year":2023,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CTD; Bay; Software deployment; West coast; Buoy; 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":[0.0007494394,0.001071469,0.0006153015,0.001576029,0.0007428094,0.001127921,0.001923727,0.0009275162,0.02060656],"category_scores_gemma":[0.002551894,0.0003588581,0.0005005973,0.003374607,0.0003600039,0.0008298031,0.00115122,0.001104773,0.02856943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002242525,"about_ca_system_score_gemma":0.003720222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2727765,"about_ca_topic_score_gemma":0.4013264,"domain_scores_codex":[0.9993974,0.00006474093,0.00004528412,0.0001657647,0.0001982775,0.0001285925],"domain_scores_gemma":[0.998875,0.0001175747,0.00008220846,0.0002301483,0.0005632295,0.0001319078],"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":[0.00005446705,0.00001579485,0.001860633,0.0001372922,0.00001483387,0.00002425255,0.0000245903,0.0004672795,0.000172264,0.000511348,0.9944096,0.002307591],"study_design_scores_gemma":[0.0001160947,0.00001279511,0.01123692,0.0001449192,0.00001682819,0.00003667422,0.000154195,0.001353359,0.0005728959,0.001022351,0.9853001,0.00003286142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003437039,0.00002183099,0.0001262259,0.00005993275,0.00001741354,0.00001327228,0.9979773,0.0002461862,0.001194176],"genre_scores_gemma":[0.0007546289,0.00001679355,0.0003499191,0.00002773038,0.000003323914,0.00003544957,0.9980097,0.0000432594,0.0007591291],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7272235,"threshold_uncertainty_score":0.5423776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301596516101285,"score_gpt":0.2191079977253776,"score_spread":0.2060920325643647,"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."}}