{"id":"W4412751079","doi":"10.1145/3698897.3718748","title":"Superman: Harnessing Numeric Power for Cinematic Magic","year":2025,"lang":"en","type":"article","venue":"","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbotsford Veterinary Clinic","funders":"","keywords":"Superman; MAGIC (telescope); Computer science; Power (physics); Computer graphics (images); Art; Art history; Physics; Astronomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008044588,0.0004696487,0.0001754569,0.0007609066,0.001553448,0.00332411,0.0009005849,0.0005985727,0.05344179],"category_scores_gemma":[0.003284119,0.0003451253,0.0002152419,0.0004473973,0.002379965,0.00479012,0.004633981,0.001088084,0.004351395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006025737,"about_ca_system_score_gemma":0.0004518026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008469377,"about_ca_topic_score_gemma":0.002401946,"domain_scores_codex":[0.9994899,0.0001638659,0.00001271755,0.00006238289,0.0002122152,0.00005884108],"domain_scores_gemma":[0.9992021,0.0003416539,0.00003562934,0.0001815656,0.0001267108,0.000112429],"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":[0.0002427765,0.0000395717,0.0006747592,0.0003688099,0.00001931048,0.0004187758,0.01033526,0.001605968,0.03169238,0.5817202,0.0964314,0.2764508],"study_design_scores_gemma":[0.00005277052,0.00009421675,0.0005559082,0.0001913488,0.0000201416,0.0004931398,0.003209057,0.01012233,0.01254516,0.1069942,0.8656839,0.00003781936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04453298,0.002168142,0.2530763,0.004771556,0.001333607,0.0001032542,0.0002983967,0.00541724,0.6882985],"genre_scores_gemma":[0.5608328,0.00244766,0.1729559,0.001240529,0.0006471507,0.0002557538,0.000467195,0.002535822,0.2586172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05344179,"threshold_uncertainty_score":0.1787806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742970904873127,"score_gpt":0.2531894518847225,"score_spread":0.2357597428359912,"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."}}