{"id":"W7040502346","doi":"","title":"Virtual Virtue","year":2016,"lang":"en","type":"article","venue":"Arrow - TU Dublin (Technological University Dublin)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"","keywords":"Virtue; Feature (linguistics); Subject (documents); Focus (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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009515396,0.0006935334,0.0007327701,0.001380841,0.0006192646,0.0001145361,0.002719311,0.001306846,0.003161419],"category_scores_gemma":[0.001819519,0.0005150006,0.0004417287,0.003004473,0.002436802,0.001687493,0.00141524,0.0009135631,0.0241343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008239461,"about_ca_system_score_gemma":0.0001867173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000414364,"about_ca_topic_score_gemma":0.00006271717,"domain_scores_codex":[0.9952724,0.0003788777,0.000525709,0.001566657,0.000922895,0.001333439],"domain_scores_gemma":[0.9964023,0.0006607737,0.0003572601,0.001605436,0.0004122125,0.0005620542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007235153,0.0007910437,0.002128339,0.000007327742,0.0001547561,0.000944167,0.00004535787,0.00001816797,0.09233837,0.8589398,0.01608112,0.02782802],"study_design_scores_gemma":[0.01534106,0.002196493,0.006185958,0.0002489297,0.000271993,0.0002684687,0.003497936,0.001154776,0.05082095,0.02368469,0.8928562,0.003472538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460815,0.0000603037,0.02104422,0.01020336,0.000356693,0.0006339126,0.0004025151,0.006500224,0.01471729],"genre_scores_gemma":[0.9866918,0.00006157036,0.001641241,0.0002837451,0.0001082542,0.000004447265,0.00003679921,0.00009672296,0.01107539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8767751,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610341380082718,"score_gpt":0.2021372749313912,"score_spread":0.186033861130564,"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."}}