{"id":"W3015013020","doi":"10.3968/11439","title":"Cultivating College Students' Critical Thinking Ability in China","year":2019,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Critical thinking; Curriculum; China; Mathematics education; Field (mathematics); Engineering ethics; Sociology; Pedagogy; Psychology; Political science; Engineering; Mathematics","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":[0.001137505,0.0002717494,0.0001938067,0.001501723,0.001164933,0.0009993608,0.0002665417,0.0002240568,0.001200687],"category_scores_gemma":[0.002096182,0.0001133002,0.0002271625,0.001111213,0.0006194356,0.000528967,0.0008802552,0.0003050908,0.00008630216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374282,"about_ca_system_score_gemma":0.004492153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0129334,"about_ca_topic_score_gemma":0.01618308,"domain_scores_codex":[0.9995653,0.00007673205,0.00003679103,0.0000639007,0.0001060383,0.0001511541],"domain_scores_gemma":[0.9988788,0.0001681806,0.000188511,0.0000404155,0.0002340133,0.0004901526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002223831,0.001071504,0.7094451,0.0004173793,0.00008417093,0.0006237212,0.03540329,0.001282852,0.01773186,0.007626925,0.00224975,0.2238411],"study_design_scores_gemma":[0.00003595111,0.0003740665,0.9798797,0.00007646906,0.00004357138,0.00008191588,0.006123832,0.002344617,0.002241074,0.002644102,0.00612645,0.00002823652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964615,0.0001016905,0.0001760761,0.0002340888,0.000006746751,0.00003001917,0.00001476197,0.00000564009,0.002969461],"genre_scores_gemma":[0.9989914,0.0001124305,0.0001776467,0.00002685806,0.000006005305,0.00001308146,0.00001798387,9.546368e-7,0.0006536987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0129334,"threshold_uncertainty_score":0.02571625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106748004998405,"score_gpt":0.4025427033143523,"score_spread":0.3814752232643683,"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."}}