{"id":"W4403157917","doi":"10.29173/comp94","title":"Cosplay as armour","year":2024,"lang":"en","type":"article","venue":"COMPASS","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Armour; Art; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00144256,0.0006982327,0.0002433451,0.0008653281,0.008750396,0.01025837,0.000534186,0.001846949,0.009604661],"category_scores_gemma":[0.004608329,0.0001945416,0.0002370331,0.0006446089,0.01941223,0.006437202,0.008882082,0.003107079,0.00109125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002028622,"about_ca_system_score_gemma":0.0008224052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002596375,"about_ca_topic_score_gemma":0.003794946,"domain_scores_codex":[0.9969416,0.001992578,0.00004258008,0.000169655,0.0004883574,0.0003652065],"domain_scores_gemma":[0.998449,0.0006989027,0.0001843247,0.0001648102,0.0001885719,0.0003143936],"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":[0.0001465886,0.00003565066,0.001068985,0.0001447871,0.00001320921,0.001293952,0.3244938,0.0001827262,0.002033223,0.6288149,0.02161585,0.02015631],"study_design_scores_gemma":[0.00002067337,0.00005719005,0.0008959357,0.000295214,0.00001012631,0.001182649,0.2003709,0.0003255775,0.001363038,0.0345197,0.7609255,0.00003356413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1361937,0.002223899,0.008498109,0.01139734,0.001490171,0.00005132633,0.0000516585,0.000145628,0.8399482],"genre_scores_gemma":[0.9228777,0.0005412439,0.0007365494,0.001162593,0.0001885408,0.00003357296,0.00002049922,0.0001020609,0.07433731],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01025837,"threshold_uncertainty_score":0.03213078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02866232321030527,"score_gpt":0.254619409478537,"score_spread":0.2259570862682317,"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."}}