{"id":"W2336731586","doi":"10.26522/ti.v2i1.734","title":"Lorna Dee Cervantes, image","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"American and British Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Image (mathematics); Art; Artificial intelligence; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006627789,0.000346095,0.0002138896,0.002073822,0.004608268,0.004502512,0.0006338064,0.001303005,0.07813609],"category_scores_gemma":[0.005285917,0.000168071,0.0001029235,0.001561248,0.001603817,0.002692656,0.001224469,0.00242719,0.01555424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003092413,"about_ca_system_score_gemma":0.001867305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06702135,"about_ca_topic_score_gemma":0.1521936,"domain_scores_codex":[0.9995315,0.0001074218,0.0000127523,0.00007039398,0.0002179495,0.00005997419],"domain_scores_gemma":[0.9986572,0.0004626799,0.00006763647,0.00003627428,0.0005974089,0.0001787579],"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":[0.00001023075,0.000005983325,0.0002424464,0.00007802846,0.00000142592,0.00003478043,0.002236605,0.000009877196,0.00004797022,0.02285657,0.9408889,0.0335871],"study_design_scores_gemma":[0.000001578741,0.000001621682,0.0007885095,0.0001093092,0.000001585061,0.00007646506,0.003817604,0.00001727179,0.00007482722,0.001697885,0.9934093,0.000004011285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005291394,0.1220252,0.00124858,0.3530448,0.0264595,0.00002682925,0.0009213406,0.000279321,0.4907029],"genre_scores_gemma":[0.06735379,0.04248884,0.001169552,0.03012546,0.005159162,0.0000626787,0.0002981321,0.0003906928,0.8529517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07813609,"threshold_uncertainty_score":0.2613912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006433274458186289,"score_gpt":0.170458895865267,"score_spread":0.1640256214070807,"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."}}