{"id":"W4254634574","doi":"10.1145/1597849.1384387","title":"Complecto mutatio","year":2008,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Mount Royal University","funders":"","keywords":"Computer science; Plan (archaeology); Key (lock); Work (physics); Software; Interface (matter); Software engineering; Architecture; Engineering management; Human–computer interaction; Multimedia; Engineering; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001351411,0.000748484,0.0006169269,0.001334722,0.002560828,0.004348354,0.001180484,0.001207173,0.09549667],"category_scores_gemma":[0.006659592,0.0003780938,0.0007198831,0.000826443,0.002088181,0.004481087,0.004956967,0.002389343,0.03892972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597255,"about_ca_system_score_gemma":0.001528884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001982362,"about_ca_topic_score_gemma":0.003142083,"domain_scores_codex":[0.997612,0.0004849129,0.0001229449,0.000641156,0.0008174906,0.0003214273],"domain_scores_gemma":[0.9961119,0.0005772901,0.0003960183,0.00152994,0.0009854804,0.0003993893],"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":[0.0005390896,0.0003235264,0.01189366,0.0004355267,0.00008287319,0.002258293,0.01240295,0.0006734944,0.02359384,0.2705605,0.1310474,0.5461889],"study_design_scores_gemma":[0.00001374933,0.00009573684,0.003204832,0.0001007317,0.00002571064,0.001165856,0.001463511,0.0004892096,0.003762662,0.02072665,0.968918,0.00003336253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07604816,0.001866852,0.04131734,0.01014656,0.005450641,0.0003318514,0.0009202099,0.0046216,0.8592967],"genre_scores_gemma":[0.2898642,0.001206393,0.01867924,0.004029044,0.001150347,0.0002961672,0.001195106,0.002527944,0.6810516],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09549667,"threshold_uncertainty_score":0.3194682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03289020173024947,"score_gpt":0.247797553723934,"score_spread":0.2149073519936845,"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."}}