{"id":"W164914632","doi":"10.17705/1cais.02042","title":"Diversity or Identity Crisis? An Examination of Leading IS Journals","year":2007,"lang":"en","type":"article","venue":"Communications of the Association for Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Diversity (politics); Popularity; Field (mathematics); Descriptive statistics; Artifact (error); Data science; Identification (biology); Identity (music); Content analysis; Order (exchange); Political science; Psychology; Social science; Computer science; Sociology; Social psychology; Law; Statistics; Artificial intelligence; Mathematics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01390841,0.00007816609,0.0002129499,0.0002790134,0.002820525,0.0001524392,0.00149424,0.0001345153,0.00001568717],"category_scores_gemma":[0.0016555,0.00006616197,0.0001244656,0.0007676837,0.00008542253,0.006177444,0.0004847363,0.0000904416,0.00001207913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006036815,"about_ca_system_score_gemma":0.0001231479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123072,"about_ca_topic_score_gemma":0.0009288468,"domain_scores_codex":[0.9970832,0.0004521357,0.001263928,0.00005334373,0.0009561208,0.000191211],"domain_scores_gemma":[0.9926934,0.0005779671,0.003223578,0.0008069051,0.002644653,0.0000535164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003846322,0.00005547326,0.02053625,0.0001280942,0.00009585253,3.85585e-9,0.2662391,0.00007406611,0.00006029992,0.7067668,0.003149774,0.002855875],"study_design_scores_gemma":[0.001540028,0.0001108677,0.09127535,0.0001875633,0.0001443647,0.000001396131,0.5067093,0.0006831037,0.001527864,0.001752139,0.3957607,0.0003072772],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4688861,0.000464504,0.1340432,0.007355286,0.007350395,0.0118017,0.001730699,0.0003780431,0.3679901],"genre_scores_gemma":[0.9986916,0.00007116954,0.000399528,0.0001280349,0.00005683256,0.00002300308,0.00005667101,0.000004104391,0.0005690453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7050146,"threshold_uncertainty_score":0.9984777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101891706658556,"score_gpt":0.4158769980223636,"score_spread":0.305687827356508,"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."}}