{"id":"W2805914119","doi":"","title":"Reviews in Mathematical Physics: Editorial","year":2002,"lang":"en","type":"review","venue":"Reviews in Mathematical Physics","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Theoretical physics; Physics; Statistical physics; Mathematical physics; Calculus (dental); Medicine","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":["metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.009192965,0.002664774,0.01665195,0.0003962066,0.0001826778,0.0001520462,0.002327327,0.001564715,0.001641869],"category_scores_gemma":[0.008248174,0.00203989,0.003555532,0.002013726,0.0005265556,0.0005009141,0.0005404634,0.003736439,0.01567655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088481,"about_ca_system_score_gemma":0.0002373187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000124214,"about_ca_topic_score_gemma":0.000003341697,"domain_scores_codex":[0.983009,0.003408371,0.008581782,0.001718137,0.001542857,0.00173986],"domain_scores_gemma":[0.9862428,0.006330401,0.003244125,0.003581098,0.0001206144,0.0004809977],"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":[0.000004816403,0.002306735,9.75149e-8,0.1987011,0.00007560328,0.00004156612,0.000878961,4.702829e-7,1.866335e-7,0.3173746,0.04314658,0.4374692],"study_design_scores_gemma":[0.0003004229,0.00003661828,4.008463e-9,0.08090025,0.0006254498,0.00002946915,0.00001194984,0.00008272834,3.116231e-7,0.4370774,0.4800013,0.0009340968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.24461e-7,0.954558,0.01084647,0.00001650302,0.003486764,0.008137896,0.00004471949,0.0002007014,0.02270825],"genre_scores_gemma":[2.074333e-7,0.946641,0.03293981,0.00005442019,0.01522612,0.002289746,0.00004627064,0.0004711237,0.002331359],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4368547,"threshold_uncertainty_score":0.9997315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1764588982674691,"score_gpt":0.3971303541669249,"score_spread":0.2206714558994558,"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."}}