{"id":"W6909445924","doi":"10.34943/3536a868-14fd-464c-9b73-5b4f3383e81a","title":"Strait of Georgia Central Oxygen Sensor Deployed 2022-09-27","year":2022,"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":"Oxygen; Oxygen sensor; Measure (data warehouse); Oxygen minimum zone; 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":[0.0001470654,0.000388044,0.0005113657,0.00002800475,0.0006498837,0.0002613073,0.0007024935,0.0001816914,0.06146391],"category_scores_gemma":[0.000004919806,0.000368114,0.0003459127,0.00009993617,0.0001826122,0.0003848037,0.0002581979,0.0007281541,9.675762e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002772926,"about_ca_system_score_gemma":0.001287186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4482946,"about_ca_topic_score_gemma":0.6245127,"domain_scores_codex":[0.9976147,0.00005904371,0.0006939129,0.000287498,0.0007097292,0.0006351499],"domain_scores_gemma":[0.9985158,0.00009779601,0.0005980213,0.0004887367,0.0001076732,0.000191939],"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":[0.00001303545,0.00002225813,0.0000102427,0.0002689498,0.0003179352,0.000005857853,0.002097105,0.001340672,2.783307e-8,0.0009982823,0.9948279,0.00009779206],"study_design_scores_gemma":[0.0002587083,0.00003694403,0.00003284965,0.00002468762,0.0001075559,0.000002009388,0.00987042,0.0008941626,4.08081e-7,0.00001638958,0.9883599,0.0003959499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002033203,0.0006192749,0.000002142742,0.0003546999,0.003023454,0.0002634711,0.9947723,0.00004341103,0.0007179226],"genre_scores_gemma":[0.0003210334,0.0006552599,0.00001599285,0.00429129,0.001494973,0.000005451114,0.9900876,0.00004281905,0.003085549],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1762181,"threshold_uncertainty_score":0.9998771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009546291401987048,"score_gpt":0.1728478785549134,"score_spread":0.1633015871529264,"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."}}