{"id":"W3115441022","doi":"10.1287/isre.2020.0964","title":"Following the MAP (Methods, Approaches, Perspectives) in Information Systems Research","year":2020,"lang":"en","type":"article","venue":"Information Systems Research","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Royal Military College of Canada; University of Guelph","funders":"","keywords":"Computer science; Data science; Information system; Knowledge management; Engineering","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":[0.02545437,0.002068718,0.001897788,0.009840573,0.006794416,0.02565517,0.002405216,0.01062409,0.01101207],"category_scores_gemma":[0.03575733,0.001055018,0.002358112,0.01627748,0.02287441,0.0272162,0.009481131,0.01713072,0.009463816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008175547,"about_ca_system_score_gemma":0.02270442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007848719,"about_ca_topic_score_gemma":0.006024886,"domain_scores_codex":[0.9714028,0.01672094,0.002350232,0.00207122,0.006385074,0.00106972],"domain_scores_gemma":[0.9665166,0.01927438,0.001835049,0.004079508,0.007050317,0.001244228],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002743774,0.00003931676,0.0002669099,0.001108616,0.0000264025,0.0001074799,0.003246296,0.0003017088,0.0003011204,0.9095951,0.03484645,0.05013312],"study_design_scores_gemma":[0.0000216246,0.00004275395,0.0003337965,0.001803349,0.00002351161,0.0001953343,0.002320844,0.0006081701,0.0004533562,0.6449113,0.3492409,0.00004493777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001545553,0.02980215,0.6635301,0.1362363,0.0106839,0.001753424,0.001135052,0.00135279,0.1539607],"genre_scores_gemma":[0.05352309,0.04525345,0.8197185,0.03600745,0.004755897,0.005555606,0.0008915907,0.001088902,0.03320543],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9745457,"threshold_uncertainty_score":0.1346172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4479606401283335,"score_gpt":0.5240890586593178,"score_spread":0.07612841853098429,"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."}}