{"id":"W4391011931","doi":"10.21009/jpud.172.06","title":"ECE Teachers’ Roles of Developing Numeracy Literacy in Special Needs Children","year":2023,"lang":"en","type":"article","venue":"JPUD - Jurnal Pendidikan Usia Dini","topic":"Child Development and Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Numeracy; Special needs; Nonprobability sampling; Documentation; Literacy; Mathematics education; Medical education; Psychology; Sample (material); Inclusion (mineral); Pedagogy; Medicine; Computer science; Population; Environmental health; Chemistry; Social psychology","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":[0.001479233,0.0001513002,0.0002279679,0.0005073081,0.002102871,0.001855629,0.0003688865,0.0006021615,0.002381067],"category_scores_gemma":[0.003453376,0.0002284178,0.0001736961,0.0003660753,0.001352187,0.001263998,0.002055338,0.001076956,0.0002807635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100577,"about_ca_system_score_gemma":0.003306114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006782993,"about_ca_topic_score_gemma":0.018669,"domain_scores_codex":[0.9990718,0.0004241544,0.00005637218,0.00007548382,0.000112185,0.00025999],"domain_scores_gemma":[0.998367,0.0005663912,0.0002118238,0.00006040589,0.0002438887,0.0005505303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001093155,0.0006106696,0.1785784,0.0006448542,0.00001111566,0.005433234,0.6771805,0.00008330635,0.005686518,0.004458573,0.00473421,0.1224693],"study_design_scores_gemma":[0.00001945297,0.0001888298,0.2492664,0.0007107139,0.00002569399,0.00283172,0.6815379,0.0001263133,0.001435007,0.001087379,0.06273469,0.00003598645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965906,0.001875003,0.0003717276,0.002584267,0.00004682018,0.00004936932,0.00002295427,0.00001853369,0.02912523],"genre_scores_gemma":[0.9908506,0.001424292,0.001190195,0.0002589929,0.000006126028,0.00004787539,0.00001556808,0.000006723301,0.006199596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006782993,"threshold_uncertainty_score":0.01348698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225943649513941,"score_gpt":0.3332901117509397,"score_spread":0.3106957467995456,"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."}}