{"id":"W4206514435","doi":"10.18778/1733-8077.4.1.01","title":"On the Pragmatics and Problematics of Defining Beauty and Character: The Greek Poet Lucian (120-200) Engages Exacting Portraitures and Difficult Subjects","year":2008,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Beauty; Admiration; Viewpoints; Character (mathematics); Aesthetics; Sociology; Epistemology; Philosophy; Representation (politics); Literature; Art; Politics; Law","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":[0.002368758,0.0001962021,0.0004974614,0.00002018159,0.0009631751,0.00002408127,0.00008895868,0.00005931144,0.00007743287],"category_scores_gemma":[0.001444677,0.00009181238,0.00005654788,0.00002731361,0.002105055,0.00008875523,0.00005016302,0.0003673393,0.000005433089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007509953,"about_ca_system_score_gemma":0.000024096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001047534,"about_ca_topic_score_gemma":0.0000262232,"domain_scores_codex":[0.9972894,0.001812351,0.0004167993,0.0001817166,0.0001087917,0.0001909791],"domain_scores_gemma":[0.9944647,0.004846054,0.0004126217,0.0001308334,0.0001083782,0.00003744525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004023152,0.00002107848,0.00005848562,0.0009129695,0.00006913296,0.000001828508,0.5177258,2.923015e-8,0.00002221281,0.4793581,0.001372071,0.0004542503],"study_design_scores_gemma":[0.0008612706,0.001380539,0.005275237,0.007963276,0.0006481733,0.0002079198,0.7673087,0.00001650499,0.00004701428,0.1426561,0.07276094,0.0008743397],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114033,0.08019698,0.000005977394,0.004812439,0.0000652249,0.0006009276,0.00005334716,0.00002277037,0.002839066],"genre_scores_gemma":[0.9707199,0.02473132,0.00009037791,0.004004103,0.00009087775,0.00005237475,0.00002282854,0.00001524699,0.0002730222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.336702,"threshold_uncertainty_score":0.7756162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044043329841346,"score_gpt":0.3407319907331646,"score_spread":0.23632765774903,"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."}}