{"id":"W1493285459","doi":"10.1007/11663430_22","title":"Workshop on Models for Non-functional Properties of Component-Based Software – NfC","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Session (web analytics); Software engineering; Context (archaeology); Component (thermodynamics); Software development; Software; Process (computing); Abstraction; Automation; Component-based software engineering; Programming language; World Wide Web","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"],"consensus_categories":[],"category_scores_codex":[0.0007935449,0.0005855667,0.0007005425,0.0008328962,0.0001848266,0.0001455663,0.002284615,0.0003349043,0.000001574599],"category_scores_gemma":[0.0004499627,0.0005103358,0.0002191323,0.0004116643,0.0006525145,0.0004617582,0.000531968,0.0005892353,0.000003494215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002908889,"about_ca_system_score_gemma":0.0004872612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006572411,"about_ca_topic_score_gemma":0.000006729544,"domain_scores_codex":[0.9965105,0.0000326977,0.000580145,0.001335002,0.0009406538,0.00060102],"domain_scores_gemma":[0.9956126,0.002382772,0.0003328883,0.001256472,0.00032437,0.00009095436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002646446,0.0000304729,0.000002583482,0.00009479076,0.000007723563,0.000005427917,0.00007207645,0.8895473,0.0003172899,0.002568429,0.00003393819,0.1072935],"study_design_scores_gemma":[0.0003803632,0.0001712719,0.00002555449,0.001007971,0.00000701554,0.000006287659,8.795746e-8,0.8473412,0.01129175,0.1390657,0.0001342951,0.0005685064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00005451468,0.0003281749,0.9964947,0.0002222087,0.001795529,0.0006454093,0.00001266127,0.0003520278,0.00009479337],"genre_scores_gemma":[0.0390442,0.000006442225,0.960021,0.0003963126,0.0002336998,0.00004820725,0.00001105682,0.00004993004,0.0001892076],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1364972,"threshold_uncertainty_score":0.9997348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06298537623259153,"score_gpt":0.2616487592513737,"score_spread":0.1986633830187821,"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."}}