{"id":"W2320071843","doi":"10.1103/physrevlett.114.118902","title":"Ferrie and Combes Reply:","year":2015,"lang":"en","type":"letter","venue":"Physical Review Letters","topic":"Quantum and electron transport phenomena","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada; National Science Foundation","keywords":"Theoretical physics; Physics; Engineering physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001617069,0.0004956268,0.001017007,0.00003803425,0.00007015724,0.00004980535,0.0002911976,0.00002579661,0.00023768],"category_scores_gemma":[0.000004532557,0.0004116129,0.000305438,0.0001390042,0.0001439529,0.0001109444,0.00004753241,0.001518419,0.0002138558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003332783,"about_ca_system_score_gemma":0.00005945473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000735785,"about_ca_topic_score_gemma":2.195419e-7,"domain_scores_codex":[0.9979964,0.0001135797,0.0003457468,0.0005852995,0.0003948293,0.0005641683],"domain_scores_gemma":[0.9989669,0.00009641669,0.0002011613,0.0005438623,0.00004799177,0.0001436318],"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":[0.000002008344,0.00003171642,0.0001471835,0.001011556,0.0001153632,0.00002060755,0.00004097348,6.340244e-7,0.00004459994,0.0003862809,0.9969009,0.001298165],"study_design_scores_gemma":[0.0001774235,0.00003821997,0.00002989901,0.0009141293,0.0003275042,0.000001659659,0.000002407991,0.00001920336,0.00001207817,0.004122022,0.9938752,0.000480251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004347086,0.01395148,0.0001182708,0.9762723,0.000173806,0.0005815849,0.0001142049,0.00007587398,0.004365376],"genre_scores_gemma":[0.01470356,0.0008920686,0.00002316023,0.9784808,0.004657897,0.0001062389,0.0007852489,0.00008087409,0.0002701731],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01305941,"threshold_uncertainty_score":0.9998336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905694130256416,"score_gpt":0.2693457366115357,"score_spread":0.2502887953089715,"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."}}