{"id":"W1979069105","doi":"10.1353/pmc.2011.0012","title":"How To Be a Theory Dinosaur","year":2011,"lang":"en","type":"article","venue":"Postmodern Culture","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comics; Superman; Newspaper; Animation; Highbrow; Object (grammar); The Internet; Literature; Visual arts; Art; Media studies; History; Sociology; Art history; Computer science; World Wide Web; Philosophy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007120665,0.0001358873,0.0001220919,0.00004320108,0.0002343868,0.0001925192,0.0001813218,0.00004075201,0.001025737],"category_scores_gemma":[0.00002268719,0.00009249458,0.00008656242,0.00002759506,0.00008825712,0.0001566786,0.0000506827,0.0001175145,0.00003952441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006544793,"about_ca_system_score_gemma":0.000008724866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000431448,"about_ca_topic_score_gemma":0.001068037,"domain_scores_codex":[0.9994116,0.00003001716,0.00007922677,0.0001901023,0.0001055678,0.0001835114],"domain_scores_gemma":[0.9995912,0.00001267295,0.0000331184,0.0001843678,0.00009110468,0.00008757992],"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":[0.00002747173,0.00003639385,0.00005122576,0.000004389075,0.0000266295,0.000003328056,0.3579445,4.849838e-8,0.0002504498,0.629977,0.01079116,0.0008873797],"study_design_scores_gemma":[0.0001418802,0.0001278566,0.0002242707,0.00001096133,0.00001759515,0.000002757462,0.01898209,0.000007135366,0.000280254,0.1183528,0.8616428,0.0002095753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3853012,0.001226052,0.000826704,0.01711277,0.001244101,0.0007025896,0.0003006519,0.0003280994,0.5929578],"genre_scores_gemma":[0.9365825,0.00001150388,0.0001539778,0.0026762,0.0003686976,0.00001883937,0.00001033219,0.00001493375,0.060163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8508517,"threshold_uncertainty_score":0.9998875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05500143467354534,"score_gpt":0.2222941216121763,"score_spread":0.1672926869386309,"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."}}