{"id":"W4251251876","doi":"10.1167/12.9.1317","title":"Visual and Haptic Perception of 3D Shape","year":2012,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Haptic technology; Computer vision; Perception; Artificial intelligence; Modality (human–computer interaction); Haptic perception; Computer science; Stereotaxy; Visual perception; Object (grammar); Psychology; Computer graphics (images)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008522304,0.0004728835,0.000359832,0.0005894672,0.000150112,0.001257783,0.000306319,0.0006281291,0.003681635],"category_scores_gemma":[0.005842688,0.0002791188,0.000485759,0.0002271213,0.000682552,0.001575627,0.001508204,0.0003548713,0.0003500508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002295163,"about_ca_system_score_gemma":0.0001472524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004927889,"about_ca_topic_score_gemma":0.000290703,"domain_scores_codex":[0.9992518,0.0001566614,0.00003364804,0.0001212697,0.0003702123,0.00006649814],"domain_scores_gemma":[0.9980971,0.0009619337,0.0002506066,0.0002889546,0.0002386634,0.0001627703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002848448,0.00008890523,0.00870746,0.0003191501,0.00006095624,0.0003673509,0.001497538,0.001886132,0.8679526,0.001858961,0.0005149689,0.1138975],"study_design_scores_gemma":[0.0004412308,0.00377807,0.8206256,0.0001591114,0.0001183803,0.004087702,0.001922071,0.0194334,0.1343403,0.007979713,0.006854196,0.0002601955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773113,0.000540791,0.01565432,0.0001069008,0.00004039313,0.00003973868,0.0001137699,0.0001172829,0.006075446],"genre_scores_gemma":[0.9930328,0.0001529955,0.005589731,0.00008747375,0.00002092029,0.00002494598,0.0001170357,0.00002916513,0.0009448512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003681635,"threshold_uncertainty_score":0.01231629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05081630202214765,"score_gpt":0.369058893151412,"score_spread":0.3182425911292644,"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."}}