{"id":"W2097763481","doi":"10.1017/s0305000906007549","title":"Effects of familiarity on mothers' talk about nouns and verbs","year":2006,"lang":"en","type":"article","venue":"Journal of Child Language","topic":"Language Development and Disorders","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychology; Noun; Linguistics","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":[0.001422992,0.0003431556,0.0003200358,0.0003402989,0.0003986195,0.0009168381,0.0002288034,0.0004121079,0.002555652],"category_scores_gemma":[0.02009187,0.0004415433,0.0002474888,0.0001289976,0.0007588519,0.0006597926,0.001025905,0.0004689403,0.0002617944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465165,"about_ca_system_score_gemma":0.00021382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106738,"about_ca_topic_score_gemma":0.002028968,"domain_scores_codex":[0.9982737,0.0008124518,0.0001381458,0.0002106837,0.0003682704,0.0001966975],"domain_scores_gemma":[0.9790159,0.01489078,0.003821645,0.0005119799,0.0007852832,0.0009743934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01026937,0.0003384029,0.495123,0.0005200526,0.0002144132,0.01071731,0.1143028,0.0002042171,0.3210638,0.0003190235,0.0003727899,0.04655481],"study_design_scores_gemma":[0.00008035426,0.003032318,0.9314426,0.00008572931,0.0002057328,0.0044863,0.03875093,0.0002773291,0.01994855,0.0001415874,0.001489408,0.00005919309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990942,0.00008964195,0.0001093595,0.00002088738,0.000005856431,0.000003876817,0.00001466514,0.00000584326,0.000655665],"genre_scores_gemma":[0.9994758,0.00009123687,0.0001685246,0.00001554779,0.000008689854,0.00001083076,0.00002183192,0.000007537659,0.0002000022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002555652,"threshold_uncertainty_score":0.008549452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001955326448727925,"score_gpt":0.2310379173264621,"score_spread":0.2290825908777342,"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."}}