{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002743485,0.0006839784,0.0004234179,0.001521441,0.0145994,0.01479441,0.00132971,0.001979604,0.01019576],"category_scores_gemma":[0.003777285,0.0004338355,0.0002239743,0.001111267,0.04852917,0.008741999,0.003553517,0.005837187,0.00186115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02678625,"about_ca_system_score_gemma":0.01080939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2327332,"about_ca_topic_score_gemma":0.3055862,"domain_scores_codex":[0.9981438,0.0007906895,0.00001843864,0.000196809,0.0005163722,0.0003338476],"domain_scores_gemma":[0.9977581,0.0006046582,0.00007819237,0.0001532849,0.0006289249,0.0007769127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001424512,0.00001434959,0.0001745498,0.00003116672,0.000002722255,0.0001204406,0.08493738,0.0000847811,0.0002136717,0.8614308,0.04489178,0.008084135],"study_design_scores_gemma":[0.000006055804,0.00001530504,0.0004054399,0.0001358703,0.00000316237,0.0001781833,0.06912463,0.0002055201,0.0001398662,0.0877253,0.8420286,0.00003203126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02429591,0.01132052,0.003589512,0.03821868,0.001254707,0.00003060418,0.0000752561,0.0002649992,0.9209498],"genre_scores_gemma":[0.6216002,0.006276119,0.001382949,0.005021771,0.0003465456,0.00003448049,0.00008177794,0.0002973647,0.3649588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2327332,"threshold_uncertainty_score":0.4627572,"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."}}