{"id":"W4323045564","doi":"10.1177/02683962231163603","title":"Leveraging paradigms to foster theoretical contributions in information systems research","year":2023,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Premise; Epistemology; Field (mathematics); Sociology; Leverage (statistics); Set (abstract data type); Strategic information system; Computer science; Metaphysics; Information system; Data science; Knowledge management; Management information systems; Political science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1480624,0.002282272,0.001937121,0.01470909,0.01000667,0.02560508,0.006549837,0.007176562,0.003940205],"category_scores_gemma":[0.132937,0.002055753,0.002588027,0.009595272,0.06622514,0.06216329,0.02290127,0.01677319,0.001207415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01631314,"about_ca_system_score_gemma":0.01849857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00289245,"about_ca_topic_score_gemma":0.004382025,"domain_scores_codex":[0.868165,0.1060908,0.005940748,0.005373472,0.01225071,0.002179299],"domain_scores_gemma":[0.7636514,0.1868865,0.009967511,0.02302999,0.01311583,0.003348791],"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":[0.00000768213,0.00002940825,0.0002697288,0.0001632161,0.00001795982,0.00006450437,0.008949681,0.0004679558,0.0001120453,0.983144,0.0005950673,0.006178899],"study_design_scores_gemma":[0.00001487468,0.00001647833,0.00006122542,0.0004675945,0.00001166379,0.00005349677,0.003096668,0.001196152,0.0001757015,0.9809413,0.01394675,0.00001817328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01709552,0.008887502,0.7927879,0.107812,0.001952118,0.0007281828,0.0001077682,0.0003176296,0.07031138],"genre_scores_gemma":[0.3420835,0.007443195,0.6377283,0.006461609,0.000956959,0.002359351,0.0001246544,0.0003115828,0.00253085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8519376,"threshold_uncertainty_score":0.7830383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03860165839989086,"score_gpt":0.4045828632411845,"score_spread":0.3659812048412937,"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."}}