{"id":"W4226343765","doi":"10.5430/wjel.v12n3p10","title":"A Framework for Learning Combined Problem Solving Skills","year":2022,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desk; Variety (cybernetics); Presentation (obstetrics); Cognition; Computer science; Work (physics); Test (biology); Subject (documents); Cognitive skill; Psychology; Mathematics education; Artificial intelligence; World Wide Web","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":[0.004379685,0.001762323,0.0005766398,0.003863512,0.001900903,0.006422218,0.004126295,0.002802856,0.01138691],"category_scores_gemma":[0.006388536,0.0007203982,0.002297549,0.002122379,0.01144515,0.009053245,0.005128673,0.004459162,0.003036873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004031597,"about_ca_system_score_gemma":0.004021078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007931737,"about_ca_topic_score_gemma":0.005799977,"domain_scores_codex":[0.9954869,0.001945344,0.0003246504,0.0009165219,0.000899364,0.0004270875],"domain_scores_gemma":[0.9955141,0.002267196,0.0003794904,0.0005101468,0.0008127461,0.0005162346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001615757,0.0001081673,0.0007888298,0.0001302851,0.00001729143,0.0001708503,0.00273512,0.003155009,0.0003830069,0.9539101,0.002294062,0.0362913],"study_design_scores_gemma":[0.00002876393,0.00007767092,0.0006754276,0.0002084151,0.00001833872,0.000208282,0.001193228,0.02316774,0.0005702643,0.9095091,0.06430835,0.00003437618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007407213,0.001246784,0.8496172,0.00419703,0.0001361519,0.0003996808,0.000168477,0.001037129,0.1357904],"genre_scores_gemma":[0.1784988,0.0008756443,0.8004821,0.000534241,0.0001134289,0.001254005,0.0004446818,0.0001829243,0.01761415],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01138691,"threshold_uncertainty_score":0.03809297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310210237054526,"score_gpt":0.3141742820318492,"score_spread":0.3010721796613039,"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."}}