{"id":"W177012694","doi":"","title":"Component Based Performance Prediction","year":2007,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Component (thermodynamics); Computer science; Component-based software engineering; Software; Component-based usability testing; Usability; Exploit; Software system; Software sizing; Product (mathematics); Software engineering; Reliability engineering; Operating system; Engineering","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":[0.0008623883,0.001534575,0.0009205592,0.002592903,0.0005401771,0.001515635,0.001549656,0.00121467,0.0068368],"category_scores_gemma":[0.006613494,0.0003839988,0.000700057,0.002567183,0.0003730932,0.001600167,0.0006077908,0.001067031,0.003741114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001620022,"about_ca_system_score_gemma":0.001017471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02174528,"about_ca_topic_score_gemma":0.009187211,"domain_scores_codex":[0.9989923,0.0001693245,0.0000355433,0.0002475082,0.000446896,0.0001085149],"domain_scores_gemma":[0.9976183,0.0008209138,0.0001907216,0.0004150107,0.0008669758,0.00008807123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002783462,0.0001607044,0.01465788,0.0001250696,0.00006590316,0.0001019201,0.0001062736,0.849963,0.003854127,0.006936953,0.00878542,0.1149645],"study_design_scores_gemma":[0.000005233224,0.00002981405,0.001747685,0.000007353928,0.00001118145,0.00002177742,0.00001300446,0.9931006,0.001848571,0.001933297,0.001265558,0.00001582345],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1866274,0.001128083,0.7494962,0.0007536752,0.0002616011,0.0003191838,0.004582482,0.02042576,0.03640559],"genre_scores_gemma":[0.9251013,0.0006225961,0.06375577,0.00007541281,0.0000699426,0.0001619584,0.003371038,0.0005318957,0.006310026],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02174528,"threshold_uncertainty_score":0.04323739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028197867411327,"score_gpt":0.2214242270524822,"score_spread":0.1911422483783689,"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."}}