{"id":"W2032978939","doi":"10.1167/14.10.806","title":"Contextual disambiguation of rotating Necker cubes","year":2014,"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":"McGill University","funders":"","keywords":"Cube (algebra); Context (archaeology); Rotation (mathematics); Similarity (geometry); Motion (physics); Mathematics; Rotational speed; Object (grammar); Artificial intelligence; Geometry; Computer science; Physics; Classical mechanics; Geology","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":[0.0003866697,0.0003662511,0.000364138,0.0002257357,0.0002654507,0.0006262055,0.0003167925,0.0003522107,0.002409503],"category_scores_gemma":[0.005101031,0.0002816356,0.0002855185,0.0001381426,0.0004002626,0.0007555964,0.0007536329,0.0004329954,0.0001922781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241134,"about_ca_system_score_gemma":0.0002455595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005884444,"about_ca_topic_score_gemma":0.001083548,"domain_scores_codex":[0.9995808,0.00009409786,0.00004363863,0.0001217499,0.0001103893,0.00004940832],"domain_scores_gemma":[0.998252,0.0006605071,0.0005514224,0.0003025577,0.0001284875,0.0001049654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002429422,0.00003425151,0.004477004,0.0001799981,0.00002447859,0.0003819443,0.0002745636,0.001099106,0.9732145,0.0009634368,0.0001150192,0.01680632],"study_design_scores_gemma":[0.0003038377,0.003205161,0.3941715,0.0002190632,0.0003678822,0.002922354,0.001620469,0.01788367,0.5654121,0.006224339,0.007475335,0.0001942411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953964,0.0002283995,0.002301616,0.00002229097,0.00003577338,0.00001153271,0.00002421024,0.00004228304,0.001937543],"genre_scores_gemma":[0.9965328,0.0001456071,0.002887925,0.00003477854,0.00001382469,0.000005639709,0.00005693352,0.00003875707,0.0002838424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002409503,"threshold_uncertainty_score":0.008060634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05364268714149598,"score_gpt":0.3633955254475195,"score_spread":0.3097528383060235,"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."}}