{"id":"W2270317133","doi":"","title":"CHANGES IN IS RESEARCH: A COMPARATIVE ANALYSIS","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Brock University","funders":"","keywords":"Period (music); Social science; Data science; Sociology; Psychology; Computer 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":[0.009346846,0.00004599658,0.0001206819,0.0004984569,0.0005391303,0.00006011108,0.0001771426,0.00003576341,0.0006377258],"category_scores_gemma":[0.00003703437,0.00004084485,0.00004914851,0.001296488,0.00009553408,0.0003339298,0.00001445799,0.0005739211,0.00005260927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008074496,"about_ca_system_score_gemma":0.0009085384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00654965,"about_ca_topic_score_gemma":0.2552604,"domain_scores_codex":[0.9975072,0.0005229185,0.0002065061,0.00006888229,0.0004085473,0.001285982],"domain_scores_gemma":[0.9995161,0.00004534699,0.0001146986,0.00006204085,0.000212589,0.00004928374],"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":[0.00002078706,0.0000135746,0.00793884,7.08118e-7,0.0001351535,3.126617e-7,0.2441023,6.84975e-7,0.000004472014,0.7454279,0.000141866,0.002213383],"study_design_scores_gemma":[0.0002768953,0.0001573961,0.004449468,0.000005588371,0.00002958484,0.000003451254,0.7644941,0.00002694912,0.00009859132,0.2084287,0.02194238,0.00008690307],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7590306,0.0004067082,0.003140865,0.002272384,0.0001996995,0.0004049377,0.000005710786,0.00002448704,0.2345145],"genre_scores_gemma":[0.9972653,0.0008420684,0.00003211351,0.00006839182,0.0001101196,0.000008477426,0.000001761535,0.000001842816,0.001669896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5369992,"threshold_uncertainty_score":0.9901156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2086131121280397,"score_gpt":0.4488300898953705,"score_spread":0.2402169777673308,"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."}}