{"id":"W6912996373","doi":"10.5281/zenodo.7842410","title":"Measuring the Kilowatt per Port","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Race, Genetics, and Society","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Port (circuit theory); Power (physics); Watt; Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007232372,0.00008826569,0.00006542473,0.00003047524,0.00350938,0.0001802455,0.000796358,0.00003484231,0.004702568],"category_scores_gemma":[0.0001457718,0.00008182048,0.00007180755,0.0001342321,0.0001254368,0.000004738177,0.001567885,0.0001980313,0.000557091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004628473,"about_ca_system_score_gemma":0.000006055916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005857796,"about_ca_topic_score_gemma":2.366546e-7,"domain_scores_codex":[0.9987547,0.0002678855,0.0001317388,0.0003092604,0.0002946995,0.000241672],"domain_scores_gemma":[0.999212,0.000004093401,0.00005278553,0.0004729342,0.0001841804,0.00007405256],"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":[0.00009658381,0.0001926747,0.00006395178,0.0000267392,0.0001352556,0.000007633535,0.002925962,0.001033967,0.2974254,0.001029717,0.6643899,0.03267225],"study_design_scores_gemma":[0.0002163165,0.0001742041,0.0007298678,0.000001328696,0.000007923967,0.00007491267,0.001160561,0.00006106476,0.003455982,0.00004124385,0.9939666,0.0001099869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7726455,0.001170639,0.003419379,0.003272748,0.0004802018,0.0008060396,0.0002767228,0.0003492,0.2175795],"genre_scores_gemma":[0.9936558,0.0001379652,0.0001008132,0.0004814522,0.0002526527,1.180305e-7,0.000834541,0.0005638296,0.003972854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3295767,"threshold_uncertainty_score":0.9977879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925780457131455,"score_gpt":0.2287495319814161,"score_spread":0.1994917274101015,"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."}}