{"id":"W2784930664","doi":"10.5539/ies.v11n2p27","title":"A Survey on Chinese Scholars’ Adoption of Mixed Methods","year":2018,"lang":"en","type":"article","venue":"International Education Studies","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multimethodology; Context (archaeology); China; Structural equation modeling; Adaptability; Qualitative property; Qualitative research; Perception; Psychology; Social science; Sociology; Political science; Geography; Mathematics; Statistics; Management","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0181692,0.0003415059,0.000452119,0.00311542,0.001396291,0.0009216141,0.0006229437,0.0005487951,0.001759288],"category_scores_gemma":[0.02411075,0.0004029624,0.0005029843,0.003984444,0.000742963,0.00142389,0.001223763,0.0005530189,0.0002583318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001859229,"about_ca_system_score_gemma":0.003479727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004493889,"about_ca_topic_score_gemma":0.004783852,"domain_scores_codex":[0.9915999,0.004193639,0.001509334,0.0004450522,0.001864439,0.0003876428],"domain_scores_gemma":[0.9698612,0.01466933,0.004068138,0.001639743,0.008502691,0.001258919],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001809133,0.0004204243,0.7183304,0.001730265,0.0001188248,0.0005791156,0.09584769,0.0003319418,0.005627646,0.001411762,0.002585722,0.1728352],"study_design_scores_gemma":[0.00004511852,0.00159272,0.8736359,0.0006712751,0.0001491517,0.0006796324,0.09286635,0.001709323,0.002984303,0.0005045463,0.02505184,0.0001099232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917059,0.0007418375,0.00208872,0.0006355005,0.00002982586,0.0006020414,0.000323529,0.00002077594,0.003851843],"genre_scores_gemma":[0.9898109,0.001636208,0.005268304,0.0005862229,0.00003271784,0.000809441,0.0003868342,0.000007739079,0.001461629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9818308,"threshold_uncertainty_score":0.09608901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2671681532270972,"score_gpt":0.5716430290754031,"score_spread":0.3044748758483059,"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."}}