{"id":"W2737602632","doi":"10.1108/ijqrm-08-2015-0120","title":"The life cycle of a feature: modelling the transitions between feature states","year":2017,"lang":"en","type":"article","venue":"International Journal of Quality & Reliability Management","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Feature (linguistics); Product (mathematics); Originality; Affect (linguistics); Attractiveness; Quality (philosophy); Feature model; Computer science; Engineering; Mathematics; Psychology; Social psychology; Communication","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":[],"consensus_categories":[],"category_scores_codex":[0.005130288,0.0001884778,0.0003291847,0.0001219629,0.0008366462,0.0008833581,0.002301738,0.00007465623,0.000037129],"category_scores_gemma":[0.0003393934,0.0001150851,0.0003970141,0.0001297432,0.0003116591,0.00104355,0.0003916043,0.0004642766,0.00001704191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006711676,"about_ca_system_score_gemma":0.00003749952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162574,"about_ca_topic_score_gemma":0.0002234265,"domain_scores_codex":[0.9973074,0.0001204908,0.0008857743,0.0002172654,0.001232984,0.0002360978],"domain_scores_gemma":[0.9959817,0.0003738153,0.001669669,0.0007998379,0.001141908,0.00003304799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003278295,0.00206413,0.06312319,0.002573233,0.007975614,0.00008564556,0.005922256,0.2985019,0.00006173497,0.4457502,0.05532034,0.1153435],"study_design_scores_gemma":[0.002761095,0.0000568136,0.3782434,0.0004850937,0.0009630435,0.000006006697,0.008572848,0.0276891,0.00004308292,0.1708985,0.4097071,0.000573938],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6085182,0.0004039397,0.01433044,0.3685408,0.001871131,0.0005295384,0.00005870903,0.00003574712,0.005711494],"genre_scores_gemma":[0.9958278,0.00018436,0.0004577438,0.001950401,0.001272046,0.000008243178,0.00001728313,0.00001450636,0.0002675985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3873096,"threshold_uncertainty_score":0.8518242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03948288324576341,"score_gpt":0.3178048697652765,"score_spread":0.2783219865195131,"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."}}