{"id":"W1984890370","doi":"10.5539/ass.v10n4p174","title":"Teacher and Student Questions: A Case Study in Malaysian Secondary School Problem-Based Learning","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Higher-order thinking; Class (philosophy); Psychology; Order (exchange); Problem-based learning; Pedagogy; Teaching method; Computer science; Cognitively Guided Instruction","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":[0.003905985,0.0005024636,0.0006062028,0.001341575,0.003373312,0.002069924,0.00136153,0.003173283,0.00293477],"category_scores_gemma":[0.01564462,0.0004841286,0.0005668714,0.001037656,0.001574649,0.001634593,0.00190573,0.001947204,0.0008331228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002114449,"about_ca_system_score_gemma":0.001221721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00244954,"about_ca_topic_score_gemma":0.005106038,"domain_scores_codex":[0.9926523,0.004821084,0.0003898971,0.0006697888,0.0008535211,0.0006133668],"domain_scores_gemma":[0.9837881,0.01108299,0.001742355,0.0005491105,0.001254307,0.001583166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005535005,0.006129132,0.1260117,0.0009838854,0.00004959491,0.04933197,0.7171056,0.001558641,0.009188413,0.001850351,0.002884606,0.08435264],"study_design_scores_gemma":[0.0001931595,0.005275896,0.115176,0.0004541965,0.00006772511,0.04212153,0.7289638,0.007531866,0.01368608,0.001430161,0.08494172,0.0001578945],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947144,0.0001941594,0.00237289,0.0005172724,0.00001438445,0.0001490119,0.00004611874,0.00002611042,0.001965683],"genre_scores_gemma":[0.9908833,0.0003152782,0.00402869,0.0001987597,0.0000218707,0.0001423039,0.00007334224,0.0000286193,0.00430778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003905985,"threshold_uncertainty_score":0.02065706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467177741835053,"score_gpt":0.3397716846237246,"score_spread":0.3250999072053741,"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."}}