{"id":"W4361214079","doi":"10.7202/1098037ar","title":"Comics and Zines for Creative Research Impact","year":2023,"lang":"en","type":"article","venue":"ACME","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council; UK Research and Innovation","keywords":"Praxis; Comics; Citizen journalism; Sociology; Construct (python library); Politics; Media studies; Aesthetics; Political science; Art; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007824658,0.00004261291,0.0000912223,0.0001520197,0.0004735643,0.0000686113,0.0001724137,0.0000512224,0.00006509116],"category_scores_gemma":[0.01125198,0.00003630301,0.00002781383,0.0006608613,0.0005670706,0.00009181778,0.00009857424,0.0000954072,0.00006483835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006393313,"about_ca_system_score_gemma":0.0002036904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002672337,"about_ca_topic_score_gemma":0.0006340455,"domain_scores_codex":[0.9981017,0.0007996474,0.0000646456,0.0001408984,0.0003747384,0.0005184309],"domain_scores_gemma":[0.9969238,0.002597234,0.00001442648,0.0001171174,0.0001448625,0.0002025285],"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":[0.0003076796,0.0001184156,0.09840878,0.00007495215,0.0001405778,0.00002483921,0.07848902,0.000008325949,0.01467036,0.2204907,0.5230622,0.06420407],"study_design_scores_gemma":[0.001170614,0.0008283,0.1942292,0.00006040817,0.00001554915,5.701006e-7,0.03376727,0.002928979,0.003953793,0.1848725,0.577793,0.0003798949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653351,0.00008221308,0.0001868227,0.001883588,0.00005725166,0.0005351311,0.00002721376,0.0001546735,0.031738],"genre_scores_gemma":[0.9804913,0.0001787879,0.001209819,0.00002671301,0.0002047268,0.0001322242,0.000003007281,0.00002196011,0.0177315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09582037,"threshold_uncertainty_score":0.9970767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9532654515609789,"score_gpt":0.8327135746972092,"score_spread":0.1205518768637697,"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."}}