{"id":"W2895563190","doi":"10.3968/10447","title":"The Application of PBL in College English Teaching","year":2018,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constructivism (international relations); Mathematics education; Class (philosophy); Foreign language teaching; College English; China; Teaching method; Foreign language; Pedagogy; Psychology; Computer science; Political science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260469,0.00004234529,0.00008299216,0.00004507316,0.0003094968,0.00002153389,0.00007826972,0.00004104816,0.000001749071],"category_scores_gemma":[0.0006452057,0.00002819306,0.00001083714,0.0002545885,0.0002669939,0.00007806339,0.000034014,0.0001665752,3.67272e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001931315,"about_ca_system_score_gemma":0.00001653029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003728347,"about_ca_topic_score_gemma":0.005969313,"domain_scores_codex":[0.9994004,0.0002052778,0.0001029425,0.00009146922,0.00007669584,0.0001232126],"domain_scores_gemma":[0.9995522,0.0002769313,0.00003808107,0.00006983692,0.00005208776,0.00001083159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001537696,0.000009262003,0.008684802,0.0000251064,0.000006950482,0.000003039573,0.9066113,2.235074e-7,0.0000831623,0.06782775,0.0003445434,0.01638847],"study_design_scores_gemma":[0.0005760375,0.0001101474,0.006826883,0.0004616213,0.000008282956,7.754116e-7,0.5825442,0.00003338977,0.0001832844,0.006067182,0.4030093,0.0001789003],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8520383,0.03715961,0.00001582948,0.0006762343,0.000303986,0.0003331585,0.000009806504,0.00002804456,0.1094351],"genre_scores_gemma":[0.9985698,0.0004396356,0.0001403348,0.00008524994,0.0003165849,0.00001620522,0.00000126437,0.000002310562,0.000428626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4026648,"threshold_uncertainty_score":0.3331017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089617322959895,"score_gpt":0.3572552361306695,"score_spread":0.3463590629010705,"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."}}