{"id":"W4360602116","doi":"10.2172/1962477","title":"The Present and Future of QCD: QCD Town Meeting White Paper – An Input to the 2023 NSAC Long Range Plan","year":2023,"lang":"en","type":"report","venue":"","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Homeland security; Exploit; Tracking (education); Homeland; Range (aeronautics); White paper; Beam (structure); Quantum chromodynamics; Physics; Nuclear physics; Detector; Engineering; Aerospace engineering; Political science; Computer science; Electrical engineering; Particle physics; Computer security; Sociology; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008316878,0.0002446373,0.000279931,0.00004448679,0.0003084773,0.0001265301,0.0003274074,0.00008219805,0.0004018311],"category_scores_gemma":[0.000005277997,0.0001289294,0.000085283,0.0002171665,0.00004096271,0.000110044,0.0002005956,0.0002732325,0.0000377848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001985872,"about_ca_system_score_gemma":0.0001753486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000744945,"about_ca_topic_score_gemma":0.0007126649,"domain_scores_codex":[0.9984301,0.00005156199,0.0003811923,0.0002912231,0.0004921406,0.000353753],"domain_scores_gemma":[0.9990423,0.0001123929,0.0001823803,0.0004321136,0.0001279277,0.0001028698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008803212,0.00005059021,0.332534,0.0001488936,0.0006049815,0.000005116765,0.00408304,0.0001198814,0.0001590943,0.0001284196,0.2302332,0.4318447],"study_design_scores_gemma":[0.0001654858,0.00003577207,0.1150385,0.00008756149,0.00004577784,0.000001159156,0.001031975,0.0001430258,0.0004820548,0.000027321,0.8826706,0.0002708016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.75306,0.002103487,0.00006859234,0.00529667,0.003700361,0.001670733,0.0002853211,0.0001263653,0.2336885],"genre_scores_gemma":[0.8809319,0.001573796,0.0001245902,0.0001162263,0.01443862,0.0003347893,0.0002605372,0.0001115322,0.102108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6524374,"threshold_uncertainty_score":0.5257588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617301609228845,"score_gpt":0.2876634289272952,"score_spread":0.2514904128350067,"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."}}