{"id":"W4253574741","doi":"10.1057/9780230305632_10","title":"Conclusion","year":2011,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Process (computing); Quality (philosophy); Qualitative research; Table (database); Management science; Computer science; Knowledge management; Engineering ethics; Process management; Epistemology; Engineering; Sociology; Social science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004737877,0.0003792822,0.0005341616,0.0002200067,0.0008575658,0.00008106339,0.0006214841,0.0008398768,0.004629192],"category_scores_gemma":[0.0005794256,0.0003499991,0.0003217967,0.00002298732,0.002349085,6.842782e-7,0.0003158796,0.000924684,0.0007470709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825924,"about_ca_system_score_gemma":0.000621683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00168246,"about_ca_topic_score_gemma":0.001888849,"domain_scores_codex":[0.9963884,0.0008216943,0.0004202493,0.0005310763,0.00116307,0.0006754951],"domain_scores_gemma":[0.9973118,0.001028845,0.0002653893,0.0004857391,0.0004443581,0.0004638349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002140572,1.702246e-7,0.000009123934,0.00003620046,0.00005984376,0.00003893035,0.01557636,9.314223e-9,0.0000291899,0.9344555,0.00008835387,0.04968497],"study_design_scores_gemma":[0.0001250427,0.00006933804,0.00001144152,0.0001376959,0.00002686783,0.000001131673,0.0004528681,4.019661e-7,0.00003224716,0.8236572,0.1751168,0.0003689198],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000008305933,0.001088957,0.0006284191,0.000371187,0.0004403065,0.0005557694,0.00007195612,0.0001172502,0.9967179],"genre_scores_gemma":[0.7242034,0.001928862,0.002509009,0.0004155828,0.001025556,0.00002570395,0.00002518565,0.000111717,0.269755],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7269629,"threshold_uncertainty_score":0.9998952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1787154161099633,"score_gpt":0.4229465835675222,"score_spread":0.2442311674575589,"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."}}