{"id":"W2388229778","doi":"","title":"Reality and Countermeasures:A study of Balance Development in North-west Minority Elementary Education","year":2006,"lang":"en","type":"article","venue":"Journal of The Northwest Normal University","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Disadvantaged; Balance (ability); Mathematics education; Economic growth; Development (topology); Primary education; Political science; Sociology; Public relations; Psychology; Economics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004319593,0.0002223862,0.0003298243,0.001275682,0.00793063,0.004707074,0.001147579,0.001430993,0.00341636],"category_scores_gemma":[0.01030613,0.0003432835,0.0002854066,0.001464808,0.005536745,0.004350467,0.00417905,0.002804448,0.0002481212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006051871,"about_ca_system_score_gemma":0.004813036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03582174,"about_ca_topic_score_gemma":0.05668202,"domain_scores_codex":[0.9950613,0.002861869,0.0001664049,0.0003668655,0.0006893715,0.0008540786],"domain_scores_gemma":[0.9951792,0.001637236,0.001479065,0.0002366573,0.0005823323,0.0008855434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001757886,0.0009652281,0.1319205,0.00009789356,0.00003642031,0.001269462,0.7912362,0.0001614512,0.0007427565,0.03933011,0.002353603,0.03171063],"study_design_scores_gemma":[0.00001331854,0.0002165938,0.0943927,0.00007762684,0.00001342273,0.000162335,0.89011,0.0003205888,0.0002648562,0.002589013,0.01181756,0.00002186419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866759,0.0001200236,0.0001668914,0.002416114,0.00002405675,0.00002610862,0.00001062612,0.000002348855,0.01055794],"genre_scores_gemma":[0.9980218,0.0001093042,0.00008593807,0.0001785423,0.000007127517,0.00001486683,0.00000671689,0.000002210028,0.001573483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03582174,"threshold_uncertainty_score":0.07122648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01424699424098088,"score_gpt":0.2498073977043411,"score_spread":0.2355604034633602,"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."}}