{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006922754,0.0001517112,0.0004489179,0.02130443,0.001640162,0.005202328,0.0005827917,0.0008538451,0.003729854],"category_scores_gemma":[0.02358483,0.0001907573,0.0004396168,0.04393484,0.001692569,0.004824689,0.001616381,0.000537323,0.0002680759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004135079,"about_ca_system_score_gemma":0.002616499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005607565,"about_ca_topic_score_gemma":0.01053179,"domain_scores_codex":[0.9937227,0.002265665,0.0007806857,0.000614112,0.001994981,0.0006218115],"domain_scores_gemma":[0.9605193,0.02327796,0.005171931,0.001113049,0.008426146,0.001491554],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001042683,0.0003482203,0.557237,0.004213042,0.0004742182,0.001645639,0.08946931,0.0004233661,0.002380216,0.02737864,0.00419511,0.3111925],"study_design_scores_gemma":[0.00001533233,0.0002895515,0.9031228,0.0008605329,0.000157126,0.0008647306,0.05791091,0.0002010773,0.0003928512,0.0009014067,0.03526299,0.00002082249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.913226,0.04384398,0.000486399,0.001718873,0.0001271613,0.0000659066,0.0005800598,0.00001289278,0.03993879],"genre_scores_gemma":[0.9795545,0.01811851,0.0005291583,0.0001248994,0.0001140141,0.0000361257,0.0005182667,0.000009753441,0.0009947548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9930772,"threshold_uncertainty_score":0.03661144,"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."}}