{"id":"W4235687313","doi":"10.3917/enf1.113.0345","title":"A longitudinal study of word learning: interrelations between word-event association, fast mapping, and vocabulary","year":2011,"lang":"fr","type":"article","venue":"Enfance","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Humanities; Psychology; Philosophy","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":[0.0005431495,0.0002061913,0.0003382533,0.0001526579,0.0001421908,0.0000214237,0.000173494,0.0001879854,0.00187345],"category_scores_gemma":[0.0001643578,0.0002293502,0.00006225423,0.0003718171,0.00008247743,0.0001448883,0.000112567,0.0004355678,0.0001718656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008413085,"about_ca_system_score_gemma":0.00004300869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000952863,"about_ca_topic_score_gemma":0.0006469844,"domain_scores_codex":[0.9981918,0.0003474613,0.0004975432,0.0003867713,0.0002177051,0.0003586848],"domain_scores_gemma":[0.9990138,0.0001689137,0.0004330247,0.0002211199,0.00007538318,0.00008771187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002824745,0.0005708943,0.8135672,0.00002471758,0.0004542334,0.00001772986,0.1634917,0.00000433957,0.000001598509,0.000309876,0.001991433,0.01953807],"study_design_scores_gemma":[0.001391619,0.0002172737,0.9661495,0.0001020611,0.0001204185,0.000002771983,0.01795111,0.000009807523,0.000005527251,0.0003555273,0.01346444,0.0002299153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749323,0.004212553,0.001681519,0.000550375,0.0008970744,0.0003967132,0.00000926175,0.00004401866,0.01727615],"genre_scores_gemma":[0.9361659,0.00006675254,0.0004853552,0.00003325402,0.0001382125,0.00003276318,0.00001922934,0.00002327082,0.06303526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1525824,"threshold_uncertainty_score":0.999039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05039895586615403,"score_gpt":0.3414776261045192,"score_spread":0.2910786702383652,"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."}}