{"id":"W3018007019","doi":"","title":"Protection of Local Community’s Children through the Linkage of University Talent Donation Club Activities and Community Child Center","year":2014,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Club; Center (category theory); Donation; Linkage (software); Community center; Sociology; Medical education; Political science; Medicine; Law","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":[0.0007074086,0.0001004592,0.0001307932,0.00008311115,0.0007789241,0.00004122838,0.0004802124,0.00005977856,0.000002602637],"category_scores_gemma":[0.00004705505,0.00008511945,0.00004576546,0.0002320924,0.0001762722,0.0005272882,0.0001472959,0.0004529643,0.000001597571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004885112,"about_ca_system_score_gemma":0.000117959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.019417,"about_ca_topic_score_gemma":0.0002297875,"domain_scores_codex":[0.9980919,0.001344589,0.0001861242,0.00009747398,0.0001778901,0.0001020615],"domain_scores_gemma":[0.9988758,0.0002143315,0.0002624851,0.0005105623,0.0001054862,0.00003132662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001388437,0.003763212,0.03420193,0.0001194766,0.0001582057,1.698142e-8,0.7278434,0.0001980738,0.0003259588,0.1692009,0.000945973,0.06322895],"study_design_scores_gemma":[0.000186784,0.0001601464,0.9899116,0.0001055375,0.00001034761,0.00001085524,0.00528723,0.00002675751,0.001076221,0.002383157,0.0007587376,0.00008258123],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693952,0.00008649487,0.02674654,0.00145837,0.0002508508,0.000339681,0.00001080585,0.00002624937,0.001685786],"genre_scores_gemma":[0.9993031,0.00002228393,0.0003751896,0.0001096743,0.0001018591,0.000006394568,0.00002436898,0.000005548946,0.0000516004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9557097,"threshold_uncertainty_score":0.9871128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115066096938606,"score_gpt":0.2204378380503926,"score_spread":0.2092871770810066,"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."}}