{"id":"W2047137081","doi":"10.1017/s0140525x02320041","title":"You are about to see pictorial representations!","year":2002,"lang":"en","type":"article","venue":"Behavioral and Brain Sciences","topic":"Cognitive Science and Education Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Perception; Computer science; Artificial intelligence; Cognitive psychology; Psychology; Cognitive science; Computer vision; Communication; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004091929,0.0000851021,0.00008456755,0.0001811735,0.0007729809,0.0003899653,0.0003537281,0.0000263952,0.001045659],"category_scores_gemma":[0.0008478772,0.00006598473,0.00002832141,0.00120832,0.0006792479,0.0004630522,0.0001173623,0.0000840188,0.000352535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001371772,"about_ca_system_score_gemma":0.00003532224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001465493,"about_ca_topic_score_gemma":0.00004525255,"domain_scores_codex":[0.9982613,0.00008746078,0.0001380304,0.0005572279,0.0006070795,0.0003489409],"domain_scores_gemma":[0.9993411,0.0002002199,0.00004153352,0.0001318862,0.000063197,0.0002220586],"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":[0.00002588587,0.0007967021,0.2438733,0.00001176607,0.000001141665,0.00004904238,0.009017218,0.00001226279,0.419378,0.00448634,0.09102802,0.2313204],"study_design_scores_gemma":[0.001076011,0.001474465,0.7211131,0.00009981218,0.00001784755,0.0001042263,0.01235074,0.001063433,0.12676,0.003034785,0.1317845,0.001121012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815304,0.00002464963,0.0000188517,0.01223538,0.0006053899,0.0002011399,0.00001365519,0.00003663789,0.005333916],"genre_scores_gemma":[0.991387,0.00001512863,0.0001383839,0.001525625,0.0001999078,0.00003479247,3.511177e-7,0.000003039202,0.006695802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4772399,"threshold_uncertainty_score":0.9998675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2756925564099179,"score_gpt":0.4499452978236523,"score_spread":0.1742527414137344,"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."}}