{"id":"W1871598999","doi":"10.3389/fpsyg.2015.01376","title":"Brain readiness and the nature of language","year":2015,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Syntax; Meaning (existential); Variety (cybernetics); Psychology; Object (grammar); Perception; Computer science; Linguistics; Sign language; Sign (mathematics); Intonation (linguistics); Function (biology); Process (computing); Cognitive science; Communication; Categorical variable; Cognitive psychology; Natural language processing; Artificial intelligence; 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":[],"consensus_categories":[],"category_scores_codex":[0.0007075858,0.00008979197,0.000242899,0.0001147367,0.00001735011,0.000004729889,0.0001880356,0.0001917372,0.00005812641],"category_scores_gemma":[0.0001459468,0.00006106749,0.00002833842,0.000184067,0.0003071392,0.00001877894,0.00003574328,0.0003926701,0.00001534146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001052672,"about_ca_system_score_gemma":0.00001447944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003363326,"about_ca_topic_score_gemma":0.000008089472,"domain_scores_codex":[0.999079,0.0002370218,0.0001864959,0.0002439643,0.00007596567,0.0001775225],"domain_scores_gemma":[0.9995334,0.00007420205,0.00007355245,0.0002539732,0.00002052562,0.00004434056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001682211,0.0001148744,0.1723988,0.000009348388,0.00009045296,0.00005924821,0.02873221,5.749629e-7,0.00005374461,0.03048084,0.6913064,0.07507134],"study_design_scores_gemma":[0.01240543,0.0001960439,0.6956663,0.00003715176,0.00001894592,0.0001286664,0.01267067,0.00002018059,0.00001963309,0.0242487,0.2543337,0.0002545255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7451032,0.02235439,0.001980281,0.02718115,0.007729564,0.000408364,0.000008770702,0.00005668152,0.1951775],"genre_scores_gemma":[0.9913293,0.00003474526,0.002758431,0.004048817,0.0001167539,0.00001662502,0.000006727524,0.0000141567,0.001674471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5232675,"threshold_uncertainty_score":0.249026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080511249728695,"score_gpt":0.3159065398719595,"score_spread":0.3051014273746726,"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."}}