{"id":"W4255105442","doi":"10.1007/978-1-4939-7131-2_101045","title":"Semantic Perception","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Categorization, perception, and language","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Computer science","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":[0.0003538978,0.0009513729,0.0004178976,0.001141213,0.0008263516,0.0045349,0.0008655409,0.001165494,0.05544709],"category_scores_gemma":[0.001051591,0.0003240198,0.0004055577,0.001003724,0.002826989,0.005123073,0.001245175,0.002235409,0.02711893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350637,"about_ca_system_score_gemma":0.001115861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379778,"about_ca_topic_score_gemma":0.001858531,"domain_scores_codex":[0.9997517,0.0000459625,0.000008968353,0.00007722712,0.00009631034,0.00001988003],"domain_scores_gemma":[0.9998052,0.00006493309,0.000006565224,0.00004704834,0.00005405789,0.00002224771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002456881,0.00002352807,0.00009032393,0.0001968083,0.000009803798,0.00003189167,0.0004528935,0.0001813986,0.00108078,0.623339,0.1618112,0.2127578],"study_design_scores_gemma":[0.000003406931,0.000006232559,0.0002027821,0.0001087927,0.000004515215,0.0001122513,0.0001323035,0.0002748819,0.0004782946,0.3534546,0.6452141,0.000007904885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001062182,0.02336361,0.03256128,0.003757363,0.002216675,0.00002731765,0.0003088384,0.0005033067,0.9361995],"genre_scores_gemma":[0.06278153,0.0265837,0.02146999,0.002976557,0.002988478,0.000109708,0.001688117,0.0007720988,0.8806298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05544709,"threshold_uncertainty_score":0.1854891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357565973743574,"score_gpt":0.2947695658186324,"score_spread":0.2711939060811966,"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."}}