{"id":"W2116253140","doi":"10.1177/1094428115589189","title":"Rejoinder","year":2015,"lang":"en","type":"article","venue":"Organizational Research Methods","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"University of New South Wales","keywords":"Nomothetic and idiographic; Nomothetic; Epistemology; Positivism; Snowball sampling; Sociology; Exploratory research; Grounded theory; Field (mathematics); Qualitative research; Psychology; Social science; Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004749541,0.0001261569,0.0001413386,0.0004854194,0.0004290477,0.0003503996,0.000377824,0.00005646922,0.003301305],"category_scores_gemma":[0.008277334,0.0001132404,0.00002589724,0.003218083,0.0001329818,0.0007269859,0.0007310496,0.0001877622,0.002836175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009662373,"about_ca_system_score_gemma":0.00009692202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008019157,"about_ca_topic_score_gemma":0.00001408473,"domain_scores_codex":[0.9978415,0.0001210356,0.0002121695,0.0003058757,0.001152287,0.0003671108],"domain_scores_gemma":[0.9968991,0.0002456465,0.00006301443,0.0002084238,0.002545925,0.00003785547],"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":[0.00001462099,0.00006262691,0.02366824,0.0000324988,0.00003009808,0.000005207006,0.00005275935,0.00004745018,0.0002383696,0.7292725,0.2441013,0.002474277],"study_design_scores_gemma":[0.0003922074,0.00000885368,0.0141643,0.000009052797,0.00001281715,0.000001302061,0.0004484919,0.00098627,0.0002091169,0.2549524,0.7286223,0.0001929381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00223082,0.0006085002,0.1452172,0.01269535,0.0008435029,0.0005216674,0.000002067282,0.0003764684,0.8375044],"genre_scores_gemma":[0.5829113,0.00008639419,0.3467311,0.009144536,0.01154284,0.00008946846,0.0004989686,0.0002927367,0.04870266],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7888018,"threshold_uncertainty_score":0.9979402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.300754107566683,"score_gpt":0.4857897829601333,"score_spread":0.1850356753934503,"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."}}