{"id":"W4404120942","doi":"10.24908/qap.v1i2.18098","title":"2023 Nobel Prize in Physics and Medicine","year":2024,"lang":"en","type":"article","venue":"Qapsule Queen s Undergraduate Health Sciences Journal","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Physics; Engineering 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":[],"consensus_categories":[],"category_scores_codex":[0.005853982,0.0002232241,0.0005489778,0.000778808,0.0005965345,0.0001558559,0.0002690891,0.00006895342,0.00008585495],"category_scores_gemma":[0.0003461645,0.0001405057,0.00006528754,0.002613804,0.001535713,0.0004691488,0.00007271762,0.001018024,0.00003624365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003008767,"about_ca_system_score_gemma":0.00251071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054419,"about_ca_topic_score_gemma":0.0001178386,"domain_scores_codex":[0.9958815,0.0001773112,0.0007145035,0.000569444,0.001646142,0.001011124],"domain_scores_gemma":[0.9982107,0.0002564189,0.0001382065,0.0001936028,0.0001384378,0.001062676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002690437,0.0005297961,0.08606773,0.002707284,0.0001310131,0.002766647,0.01052182,0.0001171729,0.003241724,0.06269039,0.1322073,0.6987501],"study_design_scores_gemma":[0.01911114,0.02484393,0.3143293,0.0280911,0.0002432988,0.02091553,0.01687348,0.06390697,0.0007129052,0.3055547,0.203592,0.001825734],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1976614,0.02843693,0.003980578,0.7469168,0.002953858,0.001072995,0.000005508863,0.0001560215,0.01881585],"genre_scores_gemma":[0.9625579,0.02345292,0.001795518,0.005556882,0.002197058,0.00001274438,0.000004207998,0.00002726003,0.004395525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7648965,"threshold_uncertainty_score":0.5729656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07145361112934943,"score_gpt":0.4261535352590206,"score_spread":0.3546999241296711,"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."}}