{"id":"W2376852234","doi":"","title":"The Theoretical Conception on Balanced Collocation of Teacher Resources in Minority Areas","year":2010,"lang":"en","type":"article","venue":"Journal of The Northwest Normal University","topic":"China's Ethnic Minorities and Relations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Allowance (engineering); Collocation (remote sensing); Balance (ability); Resource (disambiguation); Mathematics education; Computer science; Sociology; Psychology; Operations management; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009621105,0.00004999431,0.00009569518,0.00004578572,0.0005894407,0.00001640013,0.0003937088,0.000095849,0.00008208309],"category_scores_gemma":[0.0002334066,0.00003068984,0.0001086194,0.0002256257,0.0008739457,0.0001325258,0.00003995484,0.0004969609,0.000001041508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055224,"about_ca_system_score_gemma":0.0001590127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259649,"about_ca_topic_score_gemma":0.03360655,"domain_scores_codex":[0.9990559,0.0002866941,0.000170361,0.00005367522,0.0003147075,0.0001187052],"domain_scores_gemma":[0.9991086,0.0002857112,0.0002759923,0.0001232806,0.0001523183,0.00005409639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000280318,0.0001497329,0.702153,0.000004106211,0.00002286094,0.000004519373,0.01169802,0.0002202764,0.0001513175,0.2830799,0.000419913,0.001816104],"study_design_scores_gemma":[0.0004534218,0.00005920142,0.9630369,0.00002419701,0.00002928822,0.00000357277,0.01003296,0.00005234409,0.00003547589,0.001679226,0.02454029,0.00005309966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745338,0.00001664975,0.000008632926,0.002177682,0.0004594871,0.00008209496,0.000004654122,0.000003048511,0.02271397],"genre_scores_gemma":[0.9985011,0.00008095151,0.00002002408,0.00001671247,0.0002065389,7.299153e-8,4.017962e-7,0.000001567491,0.001172648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2814007,"threshold_uncertainty_score":0.9840276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006412743544347613,"score_gpt":0.2340134630637936,"score_spread":0.227600719519446,"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."}}