{"id":"W2123559407","doi":"10.1177/1094428106290199","title":"Ethnostatistics and Organizational Research Methodologies","year":2006,"lang":"en","type":"article","venue":"Organizational Research Methods","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Theme (computing); Construct (python library); Field (mathematics); Relevance (law); Organizational studies; Centrality; Sociology; Epistemology; Organization development; Management science; Public relations; Political science; Computer science; Statistics; Economics","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01257314,0.0002487798,0.0002950936,0.001280292,0.002034722,0.0008418018,0.0005491083,0.0001529194,0.004095114],"category_scores_gemma":[0.02320412,0.0002328417,0.00002967441,0.006439273,0.0008430555,0.0007063081,0.001638836,0.0005739694,0.0005523281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349591,"about_ca_system_score_gemma":0.0001221454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005300062,"about_ca_topic_score_gemma":0.00008637796,"domain_scores_codex":[0.9953154,0.0007954803,0.0004693342,0.0006771272,0.001971375,0.0007712616],"domain_scores_gemma":[0.989592,0.00459845,0.0001219631,0.000300777,0.00535037,0.00003650942],"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":[0.00001736591,0.00007039411,0.02784135,0.0001211722,0.00003491051,0.000008934717,0.00004242815,0.0000557223,0.002236399,0.8935677,0.07336366,0.002639966],"study_design_scores_gemma":[0.0003678055,0.0000183249,0.1074853,0.00002330831,0.00002445954,0.000003800088,0.0005731392,0.0009607286,0.0007568072,0.7542278,0.135246,0.0003124864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008979245,0.003171593,0.6222619,0.02194727,0.0009744774,0.001863585,0.0000504326,0.0008163336,0.3399352],"genre_scores_gemma":[0.2229591,0.0003695007,0.7576005,0.0010852,0.005000205,0.00007427831,0.001068972,0.0002276873,0.01161456],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3283207,"threshold_uncertainty_score":0.9992645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3129129160368437,"score_gpt":0.5185534153953503,"score_spread":0.2056404993585066,"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."}}