{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03353358,0.00116176,0.0007449147,0.003439174,0.01007576,0.02434254,0.001522625,0.004311662,0.03371125],"category_scores_gemma":[0.07330353,0.000620242,0.0007899359,0.002930756,0.04410032,0.02603957,0.02498485,0.009468515,0.003985205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005138541,"about_ca_system_score_gemma":0.003586325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008718262,"about_ca_topic_score_gemma":0.00168638,"domain_scores_codex":[0.9685966,0.02471286,0.001083258,0.001513205,0.003220215,0.0008738351],"domain_scores_gemma":[0.9493501,0.03515271,0.002346667,0.008892135,0.002570064,0.001688416],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004973521,0.00002299206,0.0003417878,0.0004136426,0.00001200275,0.0001816127,0.09326895,0.0001214674,0.0007993978,0.872213,0.00623632,0.026339],"study_design_scores_gemma":[0.00003922298,0.00005624105,0.0005627079,0.001032047,0.00002328872,0.0003366793,0.06539147,0.0003661837,0.001069715,0.3556034,0.5754853,0.00003377809],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04535538,0.01108003,0.1182327,0.1788681,0.005435799,0.001050947,0.0003164536,0.0007749962,0.6388856],"genre_scores_gemma":[0.8631346,0.004968026,0.06587841,0.009443584,0.001095349,0.002049731,0.0001801282,0.0006529042,0.05259736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9664664,"threshold_uncertainty_score":0.1773447,"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."}}