{"id":"W6909205110","doi":"10.34943/41de905b-4448-45a8-be4c-7d34232ba02f","title":"Douglas Channel Adapter Deployed 2016-03-25","year":2016,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethernet; Channel (broadcasting); Adapter (computing); Software deployment; Principal (computer security); Variety (cybernetics)","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"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0008387971,0.001779659,0.001516862,0.00008576366,0.0007273293,0.000211832,0.00229566,0.001755767,0.0005581387],"category_scores_gemma":[0.00006495902,0.001519712,0.001023013,0.0006733575,0.0004714457,0.0002799044,0.0006949958,0.002339493,0.0001926237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003381799,"about_ca_system_score_gemma":0.004817417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6509141,"about_ca_topic_score_gemma":0.8824743,"domain_scores_codex":[0.9920667,0.000283708,0.001125547,0.001801744,0.001951062,0.002771283],"domain_scores_gemma":[0.9941341,0.000439025,0.001065754,0.002862737,0.000356298,0.001142049],"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":[0.00005024021,0.00005728644,0.00001218869,0.0001030957,0.0009912149,0.000137987,0.00002517283,0.000775182,5.986562e-7,0.000005359691,0.9977414,0.0001002578],"study_design_scores_gemma":[0.00129047,0.00004574978,0.00004232983,0.0005750913,0.0004746118,0.00003414095,0.00007029701,0.001214849,0.000001393499,0.00002383596,0.9943337,0.001893486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001297835,0.002912999,0.00009095891,0.0004860288,0.006804126,0.0008638139,0.9884103,0.0003279838,0.00009082797],"genre_scores_gemma":[0.0002816695,0.00227717,0.00006465533,0.004753965,0.008608622,0.00004570755,0.9794651,0.0006627708,0.003840368],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2315602,"threshold_uncertainty_score":0.9999622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009217707806397973,"score_gpt":0.2047844572948212,"score_spread":0.1955667494884232,"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."}}