{"id":"W6890347846","doi":"10.34943/1414c735-42e3-4e6b-82d3-bdd96f2e4135","title":"Discovery Passage Internal Device Monitor Deployed 2018-02-14","year":2018,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Channel (broadcasting); Key (lock); Quality assurance; Host (biology); 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":[0.0007683171,0.001486189,0.0009417004,0.002303756,0.001049133,0.001607588,0.002196405,0.001128474,0.01516199],"category_scores_gemma":[0.004147319,0.0003839479,0.0005805336,0.004355086,0.0004429606,0.001413097,0.001448582,0.001399544,0.03325927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935226,"about_ca_system_score_gemma":0.00334113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1410224,"about_ca_topic_score_gemma":0.2325703,"domain_scores_codex":[0.998895,0.000110052,0.00009005692,0.0002721515,0.0004395913,0.0001931395],"domain_scores_gemma":[0.9981932,0.000176808,0.000102948,0.0004568398,0.0008826164,0.000187618],"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":[0.0000535625,0.00001710537,0.00148905,0.0001047292,0.00001136276,0.00002831793,0.00002758442,0.000328055,0.000119595,0.0004369327,0.9950695,0.002314045],"study_design_scores_gemma":[0.00007340165,0.00001590789,0.007749478,0.0001217169,0.00001407034,0.00006997732,0.0001923346,0.001387654,0.0005044048,0.0008479988,0.9889952,0.00002792668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009149634,0.00007459108,0.000216972,0.0001471908,0.00007278207,0.00002589876,0.9949611,0.0009007357,0.002685806],"genre_scores_gemma":[0.001395261,0.00004363115,0.000325062,0.00003158932,0.00001130717,0.00004520272,0.996766,0.0000751019,0.00130679],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8589776,"threshold_uncertainty_score":0.2804032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008729224185440039,"score_gpt":0.224854136837711,"score_spread":0.2161249126522709,"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."}}