{"id":"W2986667048","doi":"10.1525/luminos.65","title":"Frame by Frame: A Materialist Aesthetics of Animated Cartoons","year":2018,"lang":"en","type":"book","venue":"","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Amherst College; Walt Disney Company; York University; Yale University; Eli Lilly and Company","keywords":"Animation; Visual arts; Frame (networking); Art; Materialism; Assemblage (archaeology); Aesthetics; Art history; History; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004172681,0.0002372799,0.0004588838,0.00007438555,0.0002724908,0.000110056,0.0004169958,0.0007099879,0.004361745],"category_scores_gemma":[0.0001764753,0.0002230638,0.0001190651,0.00009479965,0.0009587382,0.00007157068,0.00006980746,0.0001958828,0.0001933818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001650962,"about_ca_system_score_gemma":0.0009253199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927222,"about_ca_topic_score_gemma":0.0007162071,"domain_scores_codex":[0.9980928,0.0001338376,0.0004047734,0.0003234172,0.0006309014,0.0004143053],"domain_scores_gemma":[0.9989091,0.0000955076,0.0002721889,0.0003219151,0.0002007986,0.000200474],"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":[0.000008889196,0.0000369353,0.00003473949,0.00007979852,0.00003552217,0.000004918229,0.01132548,5.999944e-8,0.0009602082,0.02578915,0.9613024,0.0004218803],"study_design_scores_gemma":[0.0001230285,0.0000656476,0.000005233105,0.0001560776,0.00005116573,0.000001159716,0.001387042,0.000002599807,0.0007210738,0.007431606,0.9897626,0.0002927558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002890239,0.0003623305,0.000171148,0.0003718947,0.001583016,0.0003161694,0.0002501397,0.0001551137,0.9938999],"genre_scores_gemma":[0.005114234,0.0004996017,0.0006717328,0.0004476829,0.0008533181,0.000005174063,0.0001677028,0.0000526941,0.9921879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02846019,"threshold_uncertainty_score":0.9965484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240087775116815,"score_gpt":0.3107298894489009,"score_spread":0.2867211119372194,"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."}}