{"id":"W6909067869","doi":"10.34943/0c2d9f8c-89c1-42e5-9f8d-b085610b74e3","title":"Strait of Georgia East Oxygen Sensor Deployed 2022-03-12","year":2022,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxygen; Measure (data warehouse); Software deployment; Oxygen minimum zone; Oxygen sensor; Pacific ocean","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":[0.000436171,0.001685966,0.0007684156,0.001451788,0.000668501,0.0008677723,0.002004119,0.001172921,0.008381896],"category_scores_gemma":[0.001448352,0.0003313889,0.0004967473,0.00269046,0.0003428155,0.0007396907,0.000960967,0.0009373123,0.01811963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001716441,"about_ca_system_score_gemma":0.002448306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2598148,"about_ca_topic_score_gemma":0.4298119,"domain_scores_codex":[0.9995217,0.00004148364,0.00003362351,0.0001363724,0.0001675813,0.00009926136],"domain_scores_gemma":[0.9993002,0.00004586785,0.0000407149,0.0001514138,0.0003755935,0.000086172],"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":[0.00007782101,0.00002734521,0.001882562,0.0001803189,0.00002224802,0.00004639629,0.000020266,0.0009734711,0.0003298716,0.0003773006,0.9932807,0.002781775],"study_design_scores_gemma":[0.0001938724,0.0000366218,0.02342661,0.0002136645,0.00002874856,0.0001207672,0.0002071444,0.004453214,0.001253587,0.001186052,0.9688153,0.00006438755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001129974,0.00006592393,0.0001481403,0.0001235258,0.00005028001,0.00001941312,0.9962025,0.0005980344,0.001662178],"genre_scores_gemma":[0.001781962,0.00003045437,0.0002902869,0.00004463593,0.000005397706,0.00002614636,0.9970797,0.00003708939,0.0007043257],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2598148,"threshold_uncertainty_score":0.516605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009192987699390247,"score_gpt":0.2023945251268203,"score_spread":0.19320153742743,"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."}}