{"id":"W6946691316","doi":"10.34943/de60829b-af17-4c40-8650-b73ed431da1a","title":"Chatham Sound Oxygen Sensor Deployed 2021-06-02","year":2021,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sound (geography); Peninsula; Underwater; Measure (data warehouse); Ambient noise level; Data logger; Data quality","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"],"consensus_categories":[],"category_scores_codex":[0.0002682649,0.0006318434,0.0006309852,0.00002414708,0.0002389297,0.0001325073,0.0006866864,0.0009698957,0.0001284368],"category_scores_gemma":[0.0000607647,0.0006875577,0.0007135726,0.0002980804,0.0001131062,0.000004393898,0.0004985916,0.0007168121,0.000001556475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352028,"about_ca_system_score_gemma":0.001082503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08618239,"about_ca_topic_score_gemma":0.5364432,"domain_scores_codex":[0.9970546,0.000138622,0.0004881526,0.001098281,0.0004819531,0.0007384433],"domain_scores_gemma":[0.9974372,0.0000358053,0.0003226374,0.001681944,0.0002461095,0.000276311],"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":[0.000006239076,0.00004010714,0.00004499712,0.00005478295,0.0007684999,0.00009511516,0.000003897521,0.0003677855,0.0003354783,1.843995e-7,0.9981439,0.0001390419],"study_design_scores_gemma":[0.0001945596,0.00003321177,0.00001640245,0.00003342416,0.0003400628,0.00002650215,0.00009594284,0.0003910717,0.0008829313,0.000003327997,0.997265,0.0007175576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001477889,0.009622774,0.001469797,0.0002159984,0.0003538372,0.0004689188,0.9862711,0.00004919033,0.00007043193],"genre_scores_gemma":[0.001333493,0.008544389,0.0004801718,0.003018302,0.002139429,0.00001579011,0.9826772,0.00009889075,0.001692286],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4502608,"threshold_uncertainty_score":0.9995576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004666290781866573,"score_gpt":0.2156697528526979,"score_spread":0.2110034620708314,"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."}}