{"id":"W4405207449","doi":"10.1515/iph-2024-2015","title":"Teaching History Through Comic Books: Opportunities for Public & Visual History","year":2024,"lang":"en","type":"article","venue":"International Public History","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Comics; Public history; Diversity (politics); Visual arts; Sociology; Media studies; Multimedia; Art; Literature; Computer science; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001921816,0.0002824008,0.0003097822,0.0006995104,0.000448137,0.0001334404,0.000955758,0.0002567849,0.006681496],"category_scores_gemma":[0.00127996,0.0003311099,0.0003513466,0.00005691787,0.001138279,0.0015169,0.00007689969,0.0006733466,0.0002287539],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.04872295,"about_ca_system_score_gemma":0.009237676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004317769,"about_ca_topic_score_gemma":0.002669687,"domain_scores_codex":[0.9968892,0.0003512662,0.0005454699,0.0006406346,0.0009233011,0.0006501019],"domain_scores_gemma":[0.99799,0.0007905755,0.0001903093,0.0002747054,0.0003686796,0.0003856991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007282747,0.000108071,0.00001848692,0.00002760019,0.00006753263,0.000008333285,0.0374224,2.02877e-7,0.00003806363,0.3843361,0.5703395,0.007626379],"study_design_scores_gemma":[0.0001981914,0.00003885349,0.000007510384,0.00003812422,0.00002681233,0.000006919823,0.006853577,0.00007843511,2.032731e-7,0.001786999,0.9905899,0.0003744812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002011891,0.0321756,0.003463005,0.04115605,0.05231091,0.0002800119,0.00003456474,0.001065608,0.8675023],"genre_scores_gemma":[0.2592582,0.0002814074,0.001092573,0.005493408,0.005584106,0.0002618602,0.000209746,0.0001050898,0.7277136],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4202504,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4506402456163652,"score_gpt":0.4228386173917255,"score_spread":0.02780162822463972,"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."}}