{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006936014,0.001723346,0.001111209,0.001912639,0.001092365,0.001425646,0.002893971,0.001444621,0.01406908],"category_scores_gemma":[0.002379665,0.0004319843,0.0005119545,0.003389698,0.0004573024,0.000858802,0.00118704,0.001344766,0.02721418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868642,"about_ca_system_score_gemma":0.003059268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1832024,"about_ca_topic_score_gemma":0.3038172,"domain_scores_codex":[0.9992993,0.00006624923,0.00004155731,0.0002368448,0.0002311007,0.0001249046],"domain_scores_gemma":[0.9987197,0.0001382673,0.00006278801,0.0002843576,0.0006128728,0.0001820501],"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":[0.00008808784,0.00003901135,0.001745432,0.0002671817,0.00002112375,0.0000554119,0.00003955607,0.000599101,0.0003145078,0.0004227491,0.9927436,0.003664275],"study_design_scores_gemma":[0.0001631105,0.00002974097,0.01240037,0.0001721587,0.00002793216,0.00008267703,0.0002247941,0.00230418,0.0011008,0.0009949189,0.982452,0.0000473449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001150451,0.00007988428,0.000133787,0.00008519223,0.00004020011,0.00002128185,0.996402,0.0006507154,0.001436495],"genre_scores_gemma":[0.00104632,0.00002934191,0.0003154201,0.00002550969,0.000005681753,0.00003979012,0.9978131,0.00003833277,0.0006864231],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1832024,"threshold_uncertainty_score":0.3642722,"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."}}