{"id":"W4233252751","doi":"10.3389/fpsyg.2013.00977","title":"Modularizing speech","year":2013,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Cognition; Front (military); Neuroscience; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001744112,0.00004575933,0.00008261135,0.00005952614,0.00009371373,0.00002009343,0.0001566752,0.0001186649,0.0005474864],"category_scores_gemma":[0.00005088028,0.00004075211,0.00002518897,0.000207017,0.0001163607,0.0001797912,0.00001034216,0.0001044144,0.0002343309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006897488,"about_ca_system_score_gemma":0.00001243638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003988552,"about_ca_topic_score_gemma":0.0004740912,"domain_scores_codex":[0.9993117,0.0001081543,0.00009466988,0.0001480643,0.00008954544,0.0002478745],"domain_scores_gemma":[0.9997953,0.00000581239,0.00002489089,0.0001034257,0.00002532184,0.00004529356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006572169,0.00004674687,0.07745728,0.000001980348,0.000009731685,0.0000151456,0.008021805,8.749538e-7,0.0006995114,0.004070322,0.3592907,0.5503793],"study_design_scores_gemma":[0.0009223536,0.00005579321,0.1242899,0.00001760786,0.000008288451,0.000007676125,0.02194735,0.0001964275,0.00006437056,0.2378807,0.6142431,0.0003663033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6051011,0.002714614,0.01759843,0.0125484,0.007117437,0.0005773447,0.000001052737,0.0001562767,0.3541853],"genre_scores_gemma":[0.9634668,0.0002666739,0.02982867,0.002495189,0.0004182787,0.00003895668,0.000004845534,0.000008177128,0.003472469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5500129,"threshold_uncertainty_score":0.6029525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576787287731813,"score_gpt":0.3187611894467625,"score_spread":0.3029933165694443,"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."}}