{"id":"W2401646966","doi":"","title":"Problem based learning in the 3rd world context.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004183209,0.00008422024,0.0001067458,0.000150041,0.0004824091,0.0001466212,0.0003255997,0.00005136516,0.000159312],"category_scores_gemma":[0.000446568,0.00006435326,0.00004968497,0.001027343,0.000107401,0.0001715946,0.00001698738,0.0003952266,0.00003513755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008273721,"about_ca_system_score_gemma":0.0001127099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002978007,"about_ca_topic_score_gemma":0.01717755,"domain_scores_codex":[0.9978976,0.0008387218,0.0001659495,0.0001807554,0.0003339174,0.0005830082],"domain_scores_gemma":[0.9992698,0.0004384901,0.00007425505,0.0001109288,0.00003260545,0.00007396415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003377993,0.00005118189,0.2306185,0.000007783172,0.00000444828,0.00002412778,0.008698886,0.0003056789,0.000001825775,0.0101136,0.001528804,0.7486113],"study_design_scores_gemma":[0.0003366675,0.000008569192,0.1044723,0.00001079874,0.00000457015,6.313802e-7,0.002135985,0.00006082719,0.000005477107,0.0008975439,0.8919598,0.0001068605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07657504,0.0005088892,0.0003601999,0.03391507,0.0002089203,0.002123533,7.588651e-7,0.0003085179,0.8859991],"genre_scores_gemma":[0.987319,0.00002279689,0.0001094065,0.001903216,0.0001677928,0.001039761,0.000002425881,0.000009013932,0.009426604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.910744,"threshold_uncertainty_score":0.9585477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04284758926722772,"score_gpt":0.2747025842926798,"score_spread":0.2318549950254521,"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."}}