{"id":"W2738700648","doi":"","title":"How to rigorously review literature using Grounded Theory","year":2011,"lang":"en","type":"article","venue":"University of Twente Research Information","topic":"Qualitative Research Methods and Applications","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Grounded theory; Epistemology; Computer science; Sociology; Philosophy; Qualitative research; 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":[],"consensus_categories":[],"category_scores_codex":[0.008105691,0.0000495149,0.0001091195,0.00031608,0.0007127111,0.00007848204,0.0004232748,0.00005400659,0.0001721129],"category_scores_gemma":[0.001557748,0.00005032263,0.00005895818,0.001147895,0.0003919741,0.001749134,0.0001255188,0.0002138565,0.00005012221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769108,"about_ca_system_score_gemma":0.0002126468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002101281,"about_ca_topic_score_gemma":0.0001510412,"domain_scores_codex":[0.9971809,0.001600167,0.0001066846,0.00008677853,0.0007359729,0.0002895091],"domain_scores_gemma":[0.9980102,0.0002738728,0.00008301956,0.0001859156,0.001251993,0.0001950076],"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":[0.00008217439,0.00005101955,0.00006541628,0.0005171458,0.00002778472,0.000002076933,0.1250766,6.574551e-7,0.0001279567,0.7878011,0.006836648,0.07941138],"study_design_scores_gemma":[0.0002800628,0.0001319267,0.0009094212,0.001414789,0.0000152945,6.985146e-7,0.1328566,0.00008121812,0.0001656031,0.03194179,0.8320351,0.0001675648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02456999,0.002790571,0.5280607,0.02215381,0.0001295603,0.004418255,0.0001653005,0.0001352387,0.4175765],"genre_scores_gemma":[0.5477978,0.04981597,0.3720564,0.001114178,0.0002651208,0.00001740575,0.0001777103,0.00003049003,0.02872494],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8251984,"threshold_uncertainty_score":0.548167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3704739470439763,"score_gpt":0.4914926788518524,"score_spread":0.1210187318078761,"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."}}