{"id":"W2359869233","doi":"","title":"Rearch and Practice Overview on Talent Cultivating Model Combing Learning with Working","year":2010,"lang":"en","type":"article","venue":"Huanggang zhiye jishu xueyuan xuebao","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Combing; Vocational education; Field (mathematics); Dual (grammatical number); Engineering; Style (visual arts); Engineering ethics; Mathematics education; Knowledge management; Pedagogy; Sociology; Computer science; Psychology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004369176,0.0002570563,0.000266652,0.0001477251,0.002197067,0.0007479921,0.0003319465,0.0001857333,0.0001950584],"category_scores_gemma":[0.008051717,0.0002441397,0.00005150087,0.0006478676,0.0003705189,0.00126876,0.0001047098,0.001718657,0.0001096094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001536107,"about_ca_system_score_gemma":0.0003781127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001972319,"about_ca_topic_score_gemma":0.001441556,"domain_scores_codex":[0.9964886,0.0007998873,0.0003063947,0.0005972922,0.001158589,0.000649254],"domain_scores_gemma":[0.9957355,0.002753599,0.0004844021,0.0003394598,0.00039294,0.000294094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005739246,0.001172096,0.2266281,0.0002451323,0.0003136014,0.0001215011,0.3356444,0.008552921,0.009129014,0.3338256,0.004221965,0.07957172],"study_design_scores_gemma":[0.0008807888,0.0002372228,0.009300066,0.0006128482,0.000118519,0.00005420089,0.03660072,0.002780072,0.0002421682,0.0003530795,0.9479936,0.000826681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7367786,0.0003290782,0.0002300987,0.01277936,0.0004848449,0.0004732631,9.530437e-7,0.0004043146,0.2485195],"genre_scores_gemma":[0.9775171,0.0002057254,0.01275811,0.0008376533,0.0004211994,0.00004488257,0.000005995641,0.00006692588,0.00814238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9437717,"threshold_uncertainty_score":0.9991019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09821766934704719,"score_gpt":0.4220342800415336,"score_spread":0.3238166106944864,"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."}}