{"id":"W4247026584","doi":"10.1016/j.aodf.2008.02.001","title":"Gerald A. Niznick, DMD, MSD","year":2008,"lang":"sv","type":"article","venue":"Alpha Omegan","topic":"Medical History and Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004061054,0.0003120825,0.0004301946,0.0002007188,0.00190675,0.0001027992,0.000517452,0.0002092811,0.04202344],"category_scores_gemma":[0.0001292915,0.0002560075,0.0002446321,0.0001208908,0.002011782,0.0002809616,0.0001331918,0.0008205379,0.008297147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009850483,"about_ca_system_score_gemma":0.0002873152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006879184,"about_ca_topic_score_gemma":0.0002941828,"domain_scores_codex":[0.9971707,0.0002007474,0.0004710371,0.0004816057,0.0008338302,0.0008420489],"domain_scores_gemma":[0.998439,0.0002163814,0.0001010052,0.0005460027,0.0001595908,0.0005380655],"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":[0.0001045196,0.0005820982,0.0002680959,0.0002147135,0.0001752113,0.001079,0.03706058,8.213641e-7,0.0002429126,0.1059138,0.8479024,0.00645595],"study_design_scores_gemma":[0.000726227,0.0003411596,0.000511276,0.00008337492,0.00003233596,0.00006073258,0.0008363825,0.00004052138,0.0001468121,0.0004384012,0.9964213,0.0003615149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3345816,0.016373,0.000008528708,0.005035626,0.003799841,0.0004525453,0.00008615456,0.0001744776,0.6394882],"genre_scores_gemma":[0.5732428,0.001373284,0.00001388396,0.001302627,0.002640933,0.0000136995,0.00002658381,0.00003716874,0.421349],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2386612,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07199004005021051,"score_gpt":0.2695841120237742,"score_spread":0.1975940719735637,"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."}}