{"id":"W6887768217","doi":"10.17605/osf.io/qrz4p","title":"Early Lexical Comprehension: Children's Assumptions about the Grammatical Class of First Words","year":2023,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Comprehension; Word (group theory); Class (philosophy); Lexical item; Part of speech; Grammatical category","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":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002798028,0.0005913898,0.0009698501,0.0005794244,0.001046022,0.001395114,0.01057957,0.0008514015,0.004695519],"category_scores_gemma":[0.002257474,0.0004052641,0.0002627517,0.005700043,0.007588616,0.0004218392,0.003582021,0.001932843,0.01716645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001989442,"about_ca_system_score_gemma":0.0005259593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689189,"about_ca_topic_score_gemma":0.001500399,"domain_scores_codex":[0.9936694,0.0002698358,0.0007412925,0.001375271,0.002795255,0.001148984],"domain_scores_gemma":[0.9939967,0.001118788,0.0006898872,0.003548219,0.0001956902,0.0004507386],"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":[0.00004681427,0.0003774295,0.01674258,0.00004220424,0.000168547,0.00001833944,0.0007768386,0.000061556,0.00002317653,0.1944494,0.7840798,0.003213288],"study_design_scores_gemma":[0.0006214946,0.0002024326,0.3020112,0.005837957,0.0002369954,0.00003554246,0.0002670094,0.0006252418,0.0000235267,0.01772524,0.6709747,0.00143858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01202354,0.00130536,0.005388384,0.007966494,0.006780341,0.01020105,0.001704725,0.002955109,0.951675],"genre_scores_gemma":[0.2476165,0.0008527028,0.07787158,0.001247614,0.004055316,0.001165327,0.000120462,0.00851779,0.6585527],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2931223,"threshold_uncertainty_score":0.9998399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04276776691502825,"score_gpt":0.347111783864696,"score_spread":0.3043440169496677,"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."}}