{"id":"W7048860868","doi":"","title":"The need for new theories to study emerging IS adoption and use contexts","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Field (mathematics); Information technology; Information system; Emerging technologies","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":[],"consensus_categories":[],"category_scores_codex":[0.01172417,0.001047339,0.001628289,0.008760952,0.002982411,0.01082268,0.003621483,0.004302322,0.009860921],"category_scores_gemma":[0.02488182,0.0009100963,0.001402343,0.006709747,0.01869064,0.06429245,0.004973566,0.01091293,0.001176564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006297799,"about_ca_system_score_gemma":0.006417026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00748017,"about_ca_topic_score_gemma":0.0099234,"domain_scores_codex":[0.9954038,0.002199081,0.0003159692,0.0005660985,0.001053316,0.0004617388],"domain_scores_gemma":[0.9434975,0.04069173,0.004950288,0.003551292,0.005050655,0.002258546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001000727,0.000103834,0.004674542,0.0002338471,0.00002741099,0.00008132552,0.003589293,0.00068112,0.0000760904,0.969442,0.002891483,0.01818911],"study_design_scores_gemma":[0.00001496046,0.00003884357,0.005358141,0.0006182027,0.00002358877,0.0001493986,0.01149946,0.002615807,0.00008516333,0.9385442,0.04100898,0.00004329707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.07511218,0.04679001,0.1982781,0.4615825,0.00221483,0.0005375045,0.0008194519,0.0003207447,0.2143447],"genre_scores_gemma":[0.7680855,0.06541363,0.1163344,0.02920866,0.006025359,0.001782493,0.0009230258,0.0002219294,0.01200503],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01172417,"threshold_uncertainty_score":0.06200409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106718630487334,"score_gpt":0.2882597802458989,"score_spread":0.2775879171971655,"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."}}