{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005839536,0.0001064955,0.0001122055,0.00009942795,0.003563056,0.000219072,0.00011506,0.00001132232,0.0003517621],"category_scores_gemma":[0.0001515371,0.00007772578,0.00003958972,0.0001211346,0.0002392983,0.000213912,0.0001741478,0.0001011688,0.000005606559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005482898,"about_ca_system_score_gemma":0.00002229867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001325833,"about_ca_topic_score_gemma":0.0004464165,"domain_scores_codex":[0.9991356,0.0001518214,0.0002451747,0.0001689187,0.0001818464,0.0001166358],"domain_scores_gemma":[0.9987091,0.0006190925,0.0001280989,0.0001197729,0.0003980474,0.00002582523],"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":[0.00002510053,0.000037673,0.000754807,0.00002393919,0.00006598509,1.308525e-7,0.2028984,0.000007025672,0.00003647826,0.7172998,0.06246047,0.0163902],"study_design_scores_gemma":[0.0001622978,0.00003938681,0.001919752,0.00001248676,0.0000184146,8.475289e-7,0.05432561,0.0009585029,0.00002573516,0.02080438,0.9216293,0.000103334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1811739,0.03369162,0.00009272432,0.02539247,0.001464993,0.001266192,0.00007381279,0.000239712,0.7566046],"genre_scores_gemma":[0.7310098,0.0009159741,0.0000187862,0.00006377663,0.0001494749,0.0004639491,0.00005742377,0.000009808309,0.2673109],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8591688,"threshold_uncertainty_score":0.9977342,"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."}}