{"id":"W4309842524","doi":"10.31219/osf.io/cajp5","title":"Developmental Language Disorder Screening Tests Fact Sheet","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Language Development and Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"English language; Psychology; Linguistics; Mathematics education; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001377982,0.0005471149,0.0006625203,0.003303892,0.001049978,0.001339649,0.0008950096,0.001447771,0.2744709],"category_scores_gemma":[0.01520613,0.0006003761,0.0004050087,0.00286355,0.0002341555,0.000672732,0.0007538764,0.0008975408,0.10998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621209,"about_ca_system_score_gemma":0.004187353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07775129,"about_ca_topic_score_gemma":0.09599204,"domain_scores_codex":[0.9991639,0.0001355672,0.0001317763,0.00007602831,0.0003833847,0.0001093923],"domain_scores_gemma":[0.9832275,0.006782758,0.001006026,0.001175091,0.006808987,0.0009996825],"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":[0.00006725418,0.00003790071,0.00128282,0.00007063021,0.000004723398,0.00005730215,0.00002262259,0.00005752093,0.00009425191,0.0008480152,0.9853657,0.01209118],"study_design_scores_gemma":[0.0001421675,0.00005096681,0.02759896,0.0003211113,0.00001486166,0.0004871152,0.0001216613,0.000188323,0.0006924485,0.002872388,0.9674699,0.00004013147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002630881,0.0002965541,0.001538981,0.003977216,0.0005799893,0.0008837542,0.9155737,0.001143794,0.07337507],"genre_scores_gemma":[0.008867252,0.001013145,0.005395226,0.003115022,0.0006957799,0.001388257,0.8856879,0.0008737561,0.09296368],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2744709,"threshold_uncertainty_score":0.9181967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02652186007440821,"score_gpt":0.3278420627825928,"score_spread":0.3013202027081845,"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."}}