{"id":"W4392460619","doi":"10.4324/9781003335887-7","title":"Little Visions and Grandiose Perceptions","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Digital Media and Philosophy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vision; Perception; Psychology; Sociology; Anthropology; Neuroscience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00003433813,0.0001722664,0.0001561927,0.00014293,0.00005394172,0.0003122216,0.0003028269,0.0001195176,0.0002794806],"category_scores_gemma":[0.00000363484,0.0001350349,0.00009755974,0.00003246775,0.00006741104,0.0002074131,0.0003262335,0.0001923006,0.002277076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001106885,"about_ca_system_score_gemma":0.00002703456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000170194,"about_ca_topic_score_gemma":0.000003210976,"domain_scores_codex":[0.99922,0.000001592475,0.0001304689,0.000366975,0.0001701754,0.0001108479],"domain_scores_gemma":[0.9993781,0.0000522197,0.00001865831,0.0003814072,0.00002634162,0.0001432143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[2.998021e-7,0.000004171719,6.301024e-7,0.0000150381,0.00001354241,0.00002134994,0.000122404,7.061352e-8,0.000001969496,0.9812472,0.004812545,0.01376082],"study_design_scores_gemma":[0.00003027952,0.00003782963,0.000006947066,0.00007113367,0.00001114361,0.00002340539,0.000001291717,0.0001202712,7.752802e-7,0.6623043,0.337261,0.0001316511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006557494,0.0006720548,0.003594987,0.002229839,0.0006337521,0.000095907,0.00002336557,0.0002279637,0.9925156],"genre_scores_gemma":[0.009629159,0.0002505305,0.002068871,0.0003723734,0.0002321134,0.000005276533,0.00001125042,0.00002169178,0.9874088],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3324484,"threshold_uncertainty_score":0.9984998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484309836907091,"score_gpt":0.2258583543381337,"score_spread":0.2110152559690628,"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."}}