{"id":"W7065983025","doi":"","title":"Foreword: Science of Computer Programming, special section from the Principles and Practice of Programming in Java conference","year":2013,"lang":"en","type":"article","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Special section; Java; Section (typography); Computer Applications; Computer programming","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001786677,0.0003227952,0.0008034428,0.0004048012,0.0003087051,0.00006886543,0.003040605,0.00042843,0.0001184005],"category_scores_gemma":[0.0004861083,0.0003141558,0.0002510976,0.001750857,0.003371991,0.001378862,0.002290437,0.0006531674,0.00001470431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129466,"about_ca_system_score_gemma":0.0003758931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004700928,"about_ca_topic_score_gemma":0.001757504,"domain_scores_codex":[0.9965106,0.000361052,0.0006520032,0.0008858574,0.001018565,0.000571951],"domain_scores_gemma":[0.9955224,0.001131208,0.001107708,0.001018123,0.0009854533,0.0002350997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002016641,0.005661659,0.04877638,0.000985508,0.0005451746,0.0003837343,0.008842736,0.0001979633,0.04048933,0.4945547,0.005539014,0.3920072],"study_design_scores_gemma":[0.01738256,0.01031529,0.6394187,0.002226279,0.001257462,0.0007780122,0.02541788,0.02948846,0.009987612,0.01988054,0.2390567,0.004790585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3319002,0.0003332679,0.6477402,0.001844931,0.0005191123,0.003473001,0.00002910621,0.0002749784,0.01388517],"genre_scores_gemma":[0.8910753,0.0001144848,0.1085304,0.00001608255,0.00007885508,8.0028e-7,0.000003886986,0.00001029476,0.0001699143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5906423,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559936235596039,"score_gpt":0.2282054925863281,"score_spread":0.2026061302303677,"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."}}