{"id":"W7099862651","doi":"","title":"Supporting Incremental Change in Large System Models Jannik Laval Simon","year":2010,"lang":"en","type":"article","venue":"","topic":"Educational Philosophies and Pedagogies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Implementation; Source code; Code (set theory); Software; Software system; Legacy system; Code refactoring; Business process reengineering; Software development","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":[0.003019171,0.0006553197,0.0006357869,0.001023673,0.00101001,0.003201517,0.001918318,0.001439838,0.003208779],"category_scores_gemma":[0.03138224,0.0009460584,0.0008412596,0.0009805883,0.001528613,0.008590203,0.005708448,0.001763457,0.001149304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009604741,"about_ca_system_score_gemma":0.001531408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00418371,"about_ca_topic_score_gemma":0.00362794,"domain_scores_codex":[0.9960728,0.00156645,0.00027106,0.00046706,0.001333634,0.0002890189],"domain_scores_gemma":[0.9821286,0.01111918,0.0006581338,0.004255675,0.001405618,0.0004328369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001001467,0.000758989,0.01393485,0.0007043031,0.0001248178,0.001630669,0.004507533,0.253233,0.06575111,0.1907568,0.01841286,0.4491836],"study_design_scores_gemma":[0.0001621834,0.0002888468,0.00191142,0.0001332374,0.000102749,0.0005015809,0.0004685007,0.7824875,0.04180874,0.1206008,0.0513885,0.0001460378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1390502,0.0006055975,0.8343769,0.002840297,0.0001726682,0.0002261455,0.0001807433,0.01176593,0.01078165],"genre_scores_gemma":[0.5508406,0.0007310184,0.4404984,0.000223586,0.00009467959,0.0002223339,0.0004809987,0.001237949,0.005670541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00418371,"threshold_uncertainty_score":0.01596707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034752490582669,"score_gpt":0.4084764205710041,"score_spread":0.3050011715127372,"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."}}