{"id":"W7022565899","doi":"","title":"Complete Issue","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Quantum many-body systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007014206,0.0003874938,0.0009044696,0.0004418767,0.0002871023,0.002176802,0.003097886,0.00006872409,0.113409],"category_scores_gemma":[0.00003317741,0.0003464426,0.0002663252,0.0006418859,0.0001329289,0.002774734,0.0009174778,0.00040856,0.001443104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005040316,"about_ca_system_score_gemma":0.00009586704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009050282,"about_ca_topic_score_gemma":0.00001158514,"domain_scores_codex":[0.9970823,0.0002676168,0.001001836,0.0004642782,0.0006328353,0.0005511555],"domain_scores_gemma":[0.9973395,0.0002380408,0.0009523077,0.0007333183,0.000378905,0.0003579009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002305391,0.0002434527,0.581956,0.00006425764,0.0003336933,0.00000680909,0.0001868383,0.00007021375,0.07785233,0.003550714,0.3215369,0.01417575],"study_design_scores_gemma":[0.001067808,0.00001687588,0.6708301,0.0005190081,0.000106952,0.000007494406,0.0004487971,0.00182521,0.0121485,0.03667714,0.2752832,0.00106882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191239,0.003049892,0.00141389,0.0004078647,0.001352885,0.001180269,0.0001315001,0.00005926896,0.07328055],"genre_scores_gemma":[0.9959339,0.0001125834,0.0001606455,0.0001899203,0.001020266,0.0001165786,0.00003199606,0.00007274121,0.002361326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1119659,"threshold_uncertainty_score":0.9998987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2071824365369413,"score_gpt":0.5231979444639291,"score_spread":0.3160155079269878,"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."}}