{"id":"W4213262621","doi":"10.1044/2021_lshss-21-00080","title":"Examining the Associations Between Parent Concerns and School-Age Children's Language and Reading Abilities: A Comparison of Samples Recruited for In-School Versus Online Participation","year":2022,"lang":"en","type":"article","venue":"Language Speech and Hearing Services in Schools","topic":"Language Development and Disorders","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Reading (process); Modalities; Identification (biology); Language acquisition; Comorbidity; Language development; Language assessment","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":[0.0023681,0.0003410048,0.0003869687,0.001157217,0.0006248614,0.0008328545,0.000475087,0.0005142341,0.002218085],"category_scores_gemma":[0.009488733,0.0002843322,0.0003140916,0.0007096176,0.000471968,0.0006907166,0.001024471,0.0004406444,0.0004128644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003922507,"about_ca_system_score_gemma":0.0004018973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003952472,"about_ca_topic_score_gemma":0.00668677,"domain_scores_codex":[0.9978211,0.0008547631,0.0003014265,0.0003070247,0.0004757564,0.0002399615],"domain_scores_gemma":[0.9950849,0.001468181,0.002086187,0.0003240597,0.0006554548,0.0003810523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001441442,0.0001756613,0.9934782,0.00002790023,0.00003377751,0.00009351474,0.001834787,0.000006229207,0.0004292502,0.0000122197,0.00007900946,0.003685329],"study_design_scores_gemma":[0.000009410338,0.0002558501,0.9967079,0.00001585498,0.0000147186,0.0001908149,0.002396096,0.00002933444,0.0002271041,0.000009156808,0.0001415183,0.000002297561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999526,0.00006579281,0.00007437691,0.00001318567,0.000002747759,0.00002770764,0.00007844679,0.000001674802,0.0002100992],"genre_scores_gemma":[0.9989826,0.0001112046,0.0002348318,0.00005284901,0.00000723092,0.0001541817,0.0002391466,0.000003698345,0.0002142842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003952472,"threshold_uncertainty_score":0.01252389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031938256214821,"score_gpt":0.4002527310759051,"score_spread":0.297058905454423,"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."}}