{"id":"W4242856258","doi":"10.32920/ryerson.14652654.v1","title":"Methods of inscription: Illustrating Tattoo Method, Image and Meaning","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Meaning (existential); Perspective (graphical); Aesthetics; Semiotics; Feeling; Set (abstract data type); Psychology; The arts; Art; Visual arts; Intersection (aeronautics); Computer science; Social psychology; Epistemology; Cartography; Geography; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001045297,0.0002286499,0.000466866,0.00006485081,0.0002007801,0.0003884156,0.000129246,0.0001171667,0.003803667],"category_scores_gemma":[0.00009919574,0.0001818834,0.0001516422,0.00002014682,0.0002264115,0.000197142,0.0004811674,0.0004290536,0.000003486723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001078337,"about_ca_system_score_gemma":0.00004366074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002423082,"about_ca_topic_score_gemma":0.0003145574,"domain_scores_codex":[0.9984854,0.0004731989,0.0004026121,0.000350196,0.0001338359,0.000154693],"domain_scores_gemma":[0.9990969,0.0001588412,0.000211776,0.0002325059,0.0002473868,0.00005255857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006172229,0.00003349037,0.000004065365,0.0004665224,0.0001360057,0.000006937188,0.09426236,0.000008438688,0.01670925,0.8684373,0.0006166956,0.01931279],"study_design_scores_gemma":[0.0009134581,0.0003024935,0.00006270689,0.001825157,0.0008614535,0.0000556691,0.3914132,0.00428231,0.07880705,0.2782359,0.2410458,0.002194931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01110341,0.001310128,0.09319428,0.0002428693,0.00120601,0.0002462498,0.00002793622,0.0001313174,0.8925378],"genre_scores_gemma":[0.2140941,0.00008770045,0.7625601,0.0005542362,0.001211426,0.00002713034,0.00008637772,0.00004734644,0.0213316],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8712062,"threshold_uncertainty_score":0.997107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09425279629265522,"score_gpt":0.3743350888904317,"score_spread":0.2800822925977765,"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."}}