{"id":"W2134978190","doi":"10.5334/cg.bi","title":"Unpacking Unflattening: A Conversation","year":2015,"lang":"en","type":"article","venue":"The Comics Grid Journal of Comics Scholarship","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College","funders":"","keywords":"Comics; Scholarship; Conversation; Unpacking; Sociology; Media studies; Columbia university; Visual arts; Art; Literature; Linguistics; Political science; Philosophy; Communication; Law","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":[0.02667785,0.000911689,0.0008841758,0.002596049,0.02732996,0.02176547,0.002181388,0.01108265,0.006816888],"category_scores_gemma":[0.05652362,0.0008166567,0.0005947811,0.002951075,0.04841159,0.0409474,0.01249314,0.02305007,0.001149559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01267121,"about_ca_system_score_gemma":0.005823622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0141316,"about_ca_topic_score_gemma":0.01801364,"domain_scores_codex":[0.972559,0.02222242,0.0004563852,0.00111014,0.002562726,0.001089442],"domain_scores_gemma":[0.958422,0.03434446,0.001377991,0.001362063,0.002796977,0.001696391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002279548,0.00001371913,0.0002366677,0.00009160177,0.000006497617,0.0006312595,0.7170966,0.0000598146,0.0003212657,0.2301631,0.04387585,0.007480741],"study_design_scores_gemma":[0.000007501003,0.00001619237,0.0002314614,0.0003797866,0.00000581096,0.0004801629,0.4540621,0.0002286419,0.0003295128,0.03786882,0.5063591,0.00003084602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.05095314,0.01460828,0.01504955,0.7609358,0.009155483,0.00007802068,0.00008228587,0.0001558262,0.1489815],"genre_scores_gemma":[0.8295121,0.006529516,0.003701177,0.1165665,0.004049435,0.0001315898,0.00004993748,0.00059025,0.03886949],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02732996,"threshold_uncertainty_score":0.1410877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1500453303584269,"score_gpt":0.2675275544072254,"score_spread":0.1174822240487985,"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."}}