{"id":"W1867805371","doi":"10.5430/ijhe.v4n3p161","title":"Investigation on the Development of Preschool Education Informationization of Ethnic Region in Gansu, China","year":2015,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Northwest University for Nationalities; Northwest University","keywords":"Ethnic group; China; Constructive; Geography; Questionnaire; Political science; Sociology; Social science; Computer science; Archaeology","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":[0.001128677,0.0001496955,0.000132419,0.001007709,0.001406319,0.001244973,0.0003689027,0.0002000186,0.001355313],"category_scores_gemma":[0.0026734,0.0001495926,0.0001427834,0.001292428,0.0006800895,0.0009650973,0.001131734,0.0003235059,0.00007921831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002969736,"about_ca_system_score_gemma":0.003726041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08788904,"about_ca_topic_score_gemma":0.1060444,"domain_scores_codex":[0.9993818,0.0001830328,0.00005736229,0.00008122574,0.0001253124,0.0001712883],"domain_scores_gemma":[0.9982553,0.0003848512,0.0005502281,0.0001042549,0.0003625697,0.0003427292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000604232,0.00004434164,0.8699757,0.00006330662,0.00001102621,0.0009195997,0.1065682,0.00005620848,0.001926388,0.000937752,0.0003230031,0.01911405],"study_design_scores_gemma":[0.000002278495,0.00004942619,0.8833444,0.00002937991,0.000008879435,0.0002040216,0.1131399,0.0001431667,0.000478193,0.00006260748,0.002528679,0.000009128193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984957,0.00003296503,0.00002673827,0.00007704172,9.149515e-7,0.000005964731,0.00002420825,0.000002107073,0.001334326],"genre_scores_gemma":[0.9995778,0.00003428847,0.0000569288,0.0000114363,5.521071e-7,0.000003438669,0.00003250255,5.780803e-7,0.0002824065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08788904,"threshold_uncertainty_score":0.174755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.062901141949046,"score_gpt":0.3463857311338039,"score_spread":0.2834845891847579,"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."}}