{"id":"W6909145129","doi":"10.34943/bd6270b7-b7b0-4f1c-a926-2526b76711f0","title":"Baynes Sound pH Sensor Deployed 2021-07-15","year":2021,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Sound (geography); Software deployment; Seawater; Water quality; Deep water; Digital data","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":[0.0006469338,0.001756296,0.0009575607,0.001537746,0.0007450109,0.001066001,0.002405858,0.001289145,0.01722669],"category_scores_gemma":[0.002288331,0.0003722299,0.000476761,0.003275849,0.0003391359,0.0009477133,0.001065548,0.001129222,0.03082961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597707,"about_ca_system_score_gemma":0.002765889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.174736,"about_ca_topic_score_gemma":0.3145808,"domain_scores_codex":[0.9993283,0.00006178267,0.00004912581,0.0001863328,0.0002606892,0.0001139513],"domain_scores_gemma":[0.9988633,0.0001000398,0.00005768376,0.000227815,0.0006048963,0.0001463169],"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":[0.00005767426,0.00002948605,0.001416458,0.0001638777,0.00001314633,0.00002612103,0.00002016229,0.0005212784,0.0001934566,0.0002717575,0.9941092,0.003177357],"study_design_scores_gemma":[0.000225783,0.00003740862,0.0146264,0.0002301561,0.00002330276,0.00008977261,0.0002156782,0.00316787,0.001056419,0.00136419,0.9789072,0.00005592291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007068691,0.00005009968,0.0001605175,0.0001006892,0.00004328403,0.0000225996,0.9965537,0.0007377461,0.001624509],"genre_scores_gemma":[0.001043362,0.00002547452,0.0003836764,0.0000330765,0.00000491719,0.00003615655,0.997736,0.00003969423,0.0006976636],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.174736,"threshold_uncertainty_score":0.3474378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009578037591673964,"score_gpt":0.2172147736315974,"score_spread":0.2076367360399234,"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."}}