{"id":"W7161834808","doi":"10.82308/8976","title":"Representations for the blind of depth information in photographs","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Plan (archaeology); Painting","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":[0.0003589327,0.0007591904,0.0004757178,0.001220196,0.0003735165,0.002279486,0.0009964838,0.0009408112,0.01368941],"category_scores_gemma":[0.00336711,0.0004864216,0.001080401,0.001057267,0.0005145695,0.002537103,0.002157456,0.001131486,0.002460825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007564303,"about_ca_system_score_gemma":0.000817904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007623869,"about_ca_topic_score_gemma":0.009228817,"domain_scores_codex":[0.9995723,0.00006785351,0.00002005488,0.00009813237,0.0001781128,0.00006357177],"domain_scores_gemma":[0.9994401,0.0002036894,0.00005160912,0.0001433395,0.0001207429,0.00004051604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006419905,0.0001194581,0.001422722,0.0007463559,0.00008789824,0.0003541924,0.001005178,0.1044512,0.04094816,0.05334727,0.0171154,0.7797602],"study_design_scores_gemma":[0.00007550637,0.0001792744,0.003647796,0.0002511173,0.00007749905,0.000553174,0.0006482537,0.8736237,0.02439121,0.03744591,0.05900437,0.0001021609],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03004917,0.001076357,0.9529924,0.0004351894,0.0002692799,0.0001676994,0.001414361,0.003576503,0.01001901],"genre_scores_gemma":[0.4475551,0.002642392,0.5299059,0.0002669453,0.0001346228,0.0003316592,0.003362362,0.0008277833,0.01497323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01368941,"threshold_uncertainty_score":0.04579568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5478683432959609,"score_gpt":0.6775849381800689,"score_spread":0.129716594884108,"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."}}