{"id":"W2936686958","doi":"10.1111/cch.12669","title":"Validity of a streamlined version of the Focus on the Outcomes of Communication Under Six: Process and outcome","year":2019,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"Language Development and Disorders","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Staples (Canada); York Central Hospital; McMaster University Medical Centre; McMaster University; Laurentian University","funders":"","keywords":"Focus (optics); Focus group; Redundancy (engineering); Psychology; Reliability (semiconductor); Applied psychology; Computer science","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":[0.02082557,0.0004561056,0.0005246339,0.002237792,0.0004966676,0.0008928078,0.0007544326,0.0006342827,0.001575012],"category_scores_gemma":[0.06135768,0.0002871693,0.001371723,0.001375552,0.000812973,0.001433024,0.002027186,0.001086883,0.0002880652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167122,"about_ca_system_score_gemma":0.001890151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863932,"about_ca_topic_score_gemma":0.002796401,"domain_scores_codex":[0.9904051,0.004330749,0.001189359,0.0008248673,0.002910294,0.0003395799],"domain_scores_gemma":[0.9436994,0.02849262,0.0144399,0.003302332,0.008624069,0.001441671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006948854,0.0005773062,0.9306585,0.0001739747,0.0002701504,0.00004521872,0.002434395,0.0006522471,0.0005371366,0.0004572243,0.0008867807,0.06261213],"study_design_scores_gemma":[0.00008120859,0.001004952,0.9938222,0.00009726146,0.0000659361,0.00008525405,0.0008371802,0.001808456,0.0005362558,0.00043784,0.001198232,0.00002532744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913283,0.0001983529,0.003121313,0.0002061272,0.00006042041,0.0007922951,0.0009917739,0.00004280467,0.003258738],"genre_scores_gemma":[0.9899201,0.0001602486,0.006724648,0.00008057,0.00002643743,0.001433972,0.001138795,0.00002728814,0.0004880143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02082557,"threshold_uncertainty_score":0.1101374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743324062282397,"score_gpt":0.3267026655269452,"score_spread":0.2992694249041212,"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."}}