{"id":"W6909427828","doi":"10.34943/51375e9e-4400-430c-accf-d3591e4c7362","title":"Burrard Inlet pH Sensor Deployed 2020-10-22","year":2020,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inlet; Fjord; Measure (data warehouse); Water quality; Seawater; Software deployment","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001043057,0.0005132888,0.0005672647,0.00001667874,0.0007589906,0.0008282519,0.0007031266,0.0002815737,0.00755715],"category_scores_gemma":[0.00001134371,0.0004617178,0.0003253794,0.0001135751,0.0001810948,0.0005409502,0.0001858263,0.0007902668,0.00004177372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563556,"about_ca_system_score_gemma":0.000728718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1897177,"about_ca_topic_score_gemma":0.504965,"domain_scores_codex":[0.9977639,0.0000506103,0.0006300675,0.0003803329,0.0005991599,0.000575978],"domain_scores_gemma":[0.9984887,0.000112639,0.0004428125,0.000496024,0.0001474331,0.0003123894],"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":[0.00001411595,0.000008530479,0.000002301434,0.0002293241,0.0002586017,0.0000155046,0.001405554,0.000236555,8.453002e-9,0.0002907797,0.9974195,0.0001192308],"study_design_scores_gemma":[0.0002714243,0.00003401753,0.000002466637,0.00004776949,0.0001055652,0.000002450167,0.00500109,0.001879244,3.73477e-7,0.00001327948,0.9920866,0.0005557304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001737402,0.0004796124,0.000005934774,0.001837658,0.002168899,0.0002606132,0.9936152,0.000120771,0.001493951],"genre_scores_gemma":[0.0001239275,0.0007643112,0.00002683543,0.03436793,0.005979541,0.000007486506,0.9549674,0.00005375933,0.003708791],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3152474,"threshold_uncertainty_score":0.9997835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182527882110172,"score_gpt":0.1777076262357734,"score_spread":0.1658823474146717,"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."}}