{"id":"W4405050822","doi":"10.1016/j.jecp.2024.106130","title":"Successful comparisons in novel word generalization: Executive functions or semantic knowledge?","year":2024,"lang":"en","type":"article","venue":"Journal of Experimental Child Psychology","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Radio Research Agency; Agence Nationale de la Recherche; Cognitive Neuroscience Society","keywords":"Psychology; Generalization; Cognitive psychology; Semantic memory; Executive functions; Cognition; Word (group theory); Semantics (computer science); Cognitive science; Linguistics; Neuroscience; Computer science; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003280059,0.0002499081,0.0004406674,0.0005933357,0.0001209618,0.00006498309,0.0002828169,0.0001625349,0.003556556],"category_scores_gemma":[0.00002014057,0.0001980559,0.0001815347,0.0006745124,0.0001236418,0.0001510687,0.00005692223,0.0007057842,0.0003511433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697339,"about_ca_system_score_gemma":0.0001299982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000193392,"about_ca_topic_score_gemma":0.00003973139,"domain_scores_codex":[0.9981536,0.0001595462,0.0008003991,0.0003633356,0.0001626141,0.0003605613],"domain_scores_gemma":[0.9992875,0.0001124293,0.0001982552,0.0002053241,0.0000599452,0.0001365053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005757701,0.01726544,0.08540101,0.0001199395,0.002531445,0.002517142,0.1113165,0.000259498,0.03282731,0.08900302,0.6398513,0.01314975],"study_design_scores_gemma":[0.005033593,0.001646303,0.42184,0.0007587938,0.00008447912,0.006356788,0.01044862,0.0001163443,0.0008459083,0.0000886042,0.5521518,0.0006288026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.570365,0.05051484,0.01191762,0.006975831,0.02108306,0.0005549568,0.00002660261,0.0001665466,0.3383956],"genre_scores_gemma":[0.9934376,0.00006626321,0.0006626131,0.0006961093,0.0009249519,0.00001716998,0.00001180327,0.00004184552,0.004141597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4230727,"threshold_uncertainty_score":0.9973543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04452021190163089,"score_gpt":0.3872513650462196,"score_spread":0.3427311531445887,"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."}}