{"id":"W6965131772","doi":"10.34943/d430a652-a340-4b24-88c7-027bef8f1c18","title":"Baynes Sound Oxygen Sensor Deployed 2021-10-05","year":2021,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Oxygen; Oxygen sensor; Sound (geography); Software deployment; Wireless sensor network","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":[0.0006997528,0.001940012,0.0009780886,0.001718741,0.0007787614,0.001098623,0.002454311,0.00145286,0.01369057],"category_scores_gemma":[0.002080183,0.0003953727,0.0005287076,0.003212967,0.0003806411,0.0009328479,0.001047862,0.001206367,0.02615071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001655269,"about_ca_system_score_gemma":0.002732501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1707851,"about_ca_topic_score_gemma":0.2987946,"domain_scores_codex":[0.9993212,0.00006100262,0.0000503056,0.0001903018,0.0002565085,0.0001207232],"domain_scores_gemma":[0.9990293,0.00009126406,0.00005236452,0.0001904662,0.0005021839,0.0001343361],"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":[0.00005710445,0.00002962421,0.001179023,0.0001622272,0.00001457385,0.00003194486,0.00001742074,0.0006145469,0.0002184901,0.0002761708,0.9944465,0.002952288],"study_design_scores_gemma":[0.0002381475,0.0000406055,0.01255406,0.0002085174,0.00002434608,0.0001013199,0.0001788501,0.003270685,0.001066426,0.001292464,0.9809714,0.00005318302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007862548,0.00006223722,0.0001519527,0.0001150882,0.00005518604,0.00002152155,0.9968355,0.0006010685,0.001371246],"genre_scores_gemma":[0.0008992778,0.00002619837,0.0003055579,0.00003525174,0.000005747082,0.00003302442,0.9980269,0.0000329194,0.000635116],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1707851,"threshold_uncertainty_score":0.3395821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00965284131618767,"score_gpt":0.2162386763677273,"score_spread":0.2065858350515396,"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."}}