{"id":"W2782984016","doi":"10.3968/10055","title":"A Brief Introduction to Perception","year":2017,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Cognitive Science and Education Research","field":"Neuroscience","cited_by":235,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Diversity (politics); Status quo; Psychology; Cultural diversity; Social psychology; Cognitive psychology; Sociology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002124403,0.00005424239,0.00006961494,0.00009738569,0.0003647303,0.0002180374,0.0001190066,0.00001929036,0.00004178821],"category_scores_gemma":[0.0022501,0.00004150947,0.00001147571,0.0001527929,0.0001901742,0.0002870423,0.000118233,0.0001112438,0.00002233957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001867277,"about_ca_system_score_gemma":0.00000783604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001736457,"about_ca_topic_score_gemma":0.00004052259,"domain_scores_codex":[0.9993688,0.00003856981,0.00006002581,0.0002753765,0.0001120465,0.0001451249],"domain_scores_gemma":[0.9996519,0.00004191039,0.00001953232,0.0002022637,0.00004520213,0.00003919175],"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":[0.000079356,0.00008320842,0.00461431,0.00008926318,0.000005288719,0.000103289,0.3631843,8.158638e-7,0.4033332,0.002958542,0.02983101,0.1957174],"study_design_scores_gemma":[0.001568344,0.0006057807,0.6070628,0.000733147,0.00001596263,0.0001901908,0.1312443,0.00007219391,0.06722923,0.004529864,0.1858557,0.0008924328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843411,0.0005686331,0.000004803238,0.009828697,0.0004745474,0.0001271925,0.000005480321,0.00001103471,0.00463845],"genre_scores_gemma":[0.9940907,0.0003213964,0.00006439889,0.001065517,0.0007287642,0.00002145871,0.000001123364,0.000002599634,0.003704049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6024485,"threshold_uncertainty_score":0.2805248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06086999930434164,"score_gpt":0.4365667909416308,"score_spread":0.3756967916372891,"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."}}