{"id":"W2028564009","doi":"10.5539/ies.v8n4p60","title":"Psychological and Pedagogic Support of Children with Health Limitations","year":2015,"lang":"en","type":"article","venue":"International Education Studies","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education and Science of the Russian Federation","keywords":"Psychology; Component (thermodynamics); Personality; Grammar; Developmental psychology; Social psychology; Mathematics education; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003758112,0.00008689622,0.0001872635,0.0001065247,0.0001885954,0.00000426764,0.00008716105,0.00003388246,0.00003739876],"category_scores_gemma":[0.0004808456,0.00006217579,0.00001770132,0.0001007012,0.0001042377,0.00008746804,0.00005129279,0.0001751205,0.00003652119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229633,"about_ca_system_score_gemma":0.0007713344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001016099,"about_ca_topic_score_gemma":0.000129701,"domain_scores_codex":[0.998942,0.0001187574,0.0003724205,0.0001842922,0.0002302116,0.00015233],"domain_scores_gemma":[0.9981794,0.0001489895,0.0002796086,0.0001068976,0.001151057,0.000134046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000885018,0.0006402843,0.7408791,0.00006814636,0.0001472977,2.15563e-7,0.0295276,0.0000034577,0.000002745639,0.01525315,0.1931232,0.0202663],"study_design_scores_gemma":[0.00110724,0.0003965653,0.9133332,0.0002168892,0.00001508399,0.00001690983,0.05030426,0.000002642005,0.000002173595,0.001967474,0.03252565,0.0001119423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511687,0.001681363,0.000108987,0.03834826,0.001802938,0.0004288886,0.00002988764,0.0000420945,0.006388946],"genre_scores_gemma":[0.9884459,0.0009187444,0.001753181,0.006353684,0.0003584997,0.00002249916,0.00006837642,0.000007815719,0.002071276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1724541,"threshold_uncertainty_score":0.2535455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4459094175272403,"score_gpt":0.5912997842573675,"score_spread":0.1453903667301272,"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."}}