{"id":"W7093412162","doi":"","title":"Capstone Revival","year":2015,"lang":"","type":"article","venue":"Clark Digital Commons (Clark University)","topic":"Innovative Teaching Methodologies in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capstone; Capstone course; Consistency (knowledge bases); Quality (philosophy); Problem-based learning; Field (mathematics); Graduate students; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009556208,0.001117008,0.0006309033,0.003483032,0.004813468,0.009839695,0.004790402,0.001895436,0.1371061],"category_scores_gemma":[0.04497704,0.0005814354,0.001169411,0.002253957,0.001673417,0.007371147,0.01820533,0.004492985,0.04121258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005917531,"about_ca_system_score_gemma":0.006806652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00270669,"about_ca_topic_score_gemma":0.004185039,"domain_scores_codex":[0.9906916,0.002090926,0.0004826997,0.001316518,0.00394327,0.00147499],"domain_scores_gemma":[0.9606356,0.003362068,0.001727266,0.007375048,0.01752083,0.009379243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002735845,0.0005914167,0.003486676,0.0008364624,0.0000356138,0.0005018198,0.008089104,0.0006736746,0.002686566,0.02726437,0.6075702,0.3479905],"study_design_scores_gemma":[0.00001853418,0.0002045113,0.006395414,0.0001936529,0.000007189747,0.0002118941,0.004424143,0.0003125612,0.001696981,0.002197065,0.9842947,0.0000433084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1509728,0.003301653,0.02773513,0.02830366,0.01528772,0.005266665,0.004383032,0.008810934,0.7559383],"genre_scores_gemma":[0.3230284,0.002317646,0.01986298,0.009400615,0.002678201,0.003278279,0.004675592,0.002916815,0.6318414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1371061,"threshold_uncertainty_score":0.4586655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1839934546672483,"score_gpt":0.3456679905887428,"score_spread":0.1616745359214944,"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."}}