{"id":"W6909071956","doi":"10.34943/f98e5f3e-3915-4150-8b7d-cd05bde72aaf","title":"Douglas Channel Adapter Deployed 2018-10-24","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":"Channel (broadcasting); Adapter (computing); Software deployment; Variety (cybernetics); Principal (computer security); Digital data","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0008942122,0.001780368,0.001493156,0.0000826202,0.0008668681,0.0002862947,0.002360328,0.001849296,0.001098473],"category_scores_gemma":[0.00007400048,0.001823779,0.0009586763,0.0009677278,0.0006981727,0.0002380516,0.0007621793,0.002496642,0.0001936904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003119409,"about_ca_system_score_gemma":0.003847393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6976302,"about_ca_topic_score_gemma":0.93936,"domain_scores_codex":[0.9919714,0.000282514,0.001128944,0.001888366,0.002067772,0.00266098],"domain_scores_gemma":[0.9940545,0.0002953831,0.00103964,0.003060325,0.000437489,0.001112652],"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":[0.00007709633,0.00007592661,0.000008499726,0.0001217682,0.0010115,0.00009351949,0.00003898155,0.00165132,2.546142e-7,0.000001278632,0.9969005,0.00001934743],"study_design_scores_gemma":[0.0009321531,0.00009418731,0.00002332183,0.0002643472,0.0006195213,0.0000371397,0.00009455528,0.005678012,0.000001266978,0.00001295003,0.9903602,0.001882356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003005927,0.001701644,0.0000310064,0.0001910547,0.009793798,0.0008429945,0.9870211,0.0003334119,0.00005490073],"genre_scores_gemma":[0.0001136869,0.0006950584,0.0001488566,0.004270453,0.01203127,0.00003619791,0.9783261,0.0006585065,0.003719813],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2417298,"threshold_uncertainty_score":0.9998146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317088691663291,"score_gpt":0.2097356217368869,"score_spread":0.196564734820254,"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."}}