{"id":"W3210696294","doi":"10.1016/j.ssresearch.2021.102667","title":"Social isolation and achievement of students with learning disabilities","year":2021,"lang":"en","type":"article","venue":"Social Science Research","topic":"Family and Disability Support Research","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Graduation (instrument); Social isolation; Psychology; Mediation; Quarter (Canadian coin); Isolation (microbiology); Perception; Developmental psychology; Longitudinal study; Social psychology; Mathematics education; Sociology; Medicine; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004940816,0.00006860116,0.0001453364,0.0001268809,0.001374254,0.0001410212,0.0003242787,0.00006749667,0.0004949851],"category_scores_gemma":[0.0006353533,0.00005923216,0.00003196241,0.001413142,0.004496619,0.0001895153,0.000406703,0.0004406415,0.00002648275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426537,"about_ca_system_score_gemma":0.0004315047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004538253,"about_ca_topic_score_gemma":0.0001015505,"domain_scores_codex":[0.9960457,0.0006314661,0.0001706085,0.0004212472,0.002097343,0.0006336265],"domain_scores_gemma":[0.9987413,0.0003800018,0.00003125904,0.0001362502,0.0006051998,0.000105937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249879,0.000401573,0.9035785,0.00004241672,0.00001872855,0.000004925062,0.04024576,3.907857e-7,0.006290535,0.03901064,0.0002099613,0.01007159],"study_design_scores_gemma":[0.0003782604,0.0002692006,0.7610853,0.000007528049,0.000003148502,0.000001428174,0.2349257,0.000007230833,0.0006630946,0.002126371,0.0004585446,0.00007419274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536816,0.00004363212,0.00002252035,0.001247038,0.00003552733,0.0001887604,0.000002956464,0.00001235169,0.04476554],"genre_scores_gemma":[0.9970597,0.000004731084,0.00003554984,0.00001398819,0.00009015596,0.00003290065,0.000003791753,0.000006252279,0.002752945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1946799,"threshold_uncertainty_score":0.9999258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1555996238312344,"score_gpt":0.5269618576838898,"score_spread":0.3713622338526554,"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."}}