{"id":"W3192879949","doi":"10.5539/ass.v17n8p23","title":"Capacity Enhancement of Family Development Centre Staff in Early Childhood Language Learning","year":2021,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahidol University","keywords":"Teamwork; Promotion (chess); Work (physics); Capacity building; Thematic analysis; Psychology; Early childhood; Medical education; Nursing; Medicine; Qualitative research; Sociology; Engineering; Political science; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01324185,0.0003197043,0.0002568622,0.001271547,0.005658164,0.003419981,0.00220626,0.001100211,0.004515598],"category_scores_gemma":[0.02691693,0.00043492,0.0002856808,0.0007668553,0.002260106,0.001950632,0.005834327,0.001283345,0.000514261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005093677,"about_ca_system_score_gemma":0.01795876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009052954,"about_ca_topic_score_gemma":0.01406468,"domain_scores_codex":[0.9897062,0.006299371,0.000352446,0.000499511,0.001034977,0.002107641],"domain_scores_gemma":[0.9778925,0.007782816,0.002420287,0.001127159,0.004215166,0.006562016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000313651,0.0007985288,0.09012355,0.001093456,0.0000419136,0.001625716,0.6830099,0.0007234627,0.005058053,0.002916996,0.008976432,0.2053184],"study_design_scores_gemma":[0.0000449947,0.0005213385,0.05485328,0.0005859923,0.00002233287,0.0008123331,0.8976113,0.000888927,0.002298707,0.001511192,0.04075282,0.00009675953],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816111,0.0004072756,0.001962258,0.002748998,0.0001101058,0.0003315865,0.00006812817,0.00007853681,0.01268203],"genre_scores_gemma":[0.9960724,0.0001219137,0.001790254,0.0001948148,0.00001185701,0.0001541463,0.00002602075,0.00000652189,0.001622075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01324185,"threshold_uncertainty_score":0.07003039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508386181116929,"score_gpt":0.2825729019332986,"score_spread":0.2674890401221294,"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."}}