{"id":"W4288060460","doi":"10.18357/kula.225","title":"The Marmaduke Problem","year":2022,"lang":"en","type":"article","venue":"KULA knowledge creation dissemination and preservation studies","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Comics; World Wide Web; Scholarship; Computer science; Library science; Ephemera; Visual arts; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004061567,0.0007579901,0.002317439,0.001953223,0.01134159,0.007765392,0.003804046,0.007257069,0.09470654],"category_scores_gemma":[0.03071584,0.0007850874,0.001791652,0.004096722,0.006167235,0.02044073,0.01016155,0.006774847,0.01340046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002864086,"about_ca_system_score_gemma":0.00237926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009135741,"about_ca_topic_score_gemma":0.00919803,"domain_scores_codex":[0.995249,0.001700792,0.0002692061,0.001364297,0.0006927383,0.0007238811],"domain_scores_gemma":[0.9925594,0.003876534,0.0003502001,0.001728801,0.001020152,0.0004648575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008656828,0.00004737158,0.001076053,0.0001377749,0.00002713677,0.0004675555,0.0007557864,0.0006054118,0.00007689878,0.9042324,0.06482431,0.02766257],"study_design_scores_gemma":[0.00004619378,0.00001294774,0.0005218658,0.0001646769,0.00002585549,0.0008655979,0.001447231,0.004193189,0.0001770035,0.8571865,0.1353283,0.00003060341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04709035,0.005808643,0.1040053,0.08218791,0.002434193,0.0003453313,0.004412764,0.001228994,0.7524865],"genre_scores_gemma":[0.7125323,0.004725233,0.07494315,0.02112726,0.001863652,0.001065322,0.006224259,0.001470425,0.1760484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09470654,"threshold_uncertainty_score":0.3168249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0517185841614688,"score_gpt":0.3347013004572106,"score_spread":0.2829827162957418,"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."}}