{"id":"W1591868722","doi":"","title":"Waves of IT Innovation in Industries: Extending Diffusion Through the Integration of Punctuated Equilibrium and Fit","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Innovation Diffusion and Forecasting","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Punctuated equilibrium; Diffusion; Proposition; Conceptualization; Macro; Industrial organization; Innovation diffusion; Disruptive innovation; Economic geography; Econometrics; Economics; Computer science; Knowledge management; Industrial engineering; Business; Marketing; Engineering; Geology; Artificial intelligence; Physics; Thermodynamics; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.003759978,0.0003541904,0.000610902,0.002997535,0.001610925,0.005487416,0.001062445,0.001570607,0.00297811],"category_scores_gemma":[0.01680711,0.0004187083,0.001015737,0.00250656,0.006474541,0.01462976,0.006472302,0.00164256,0.0002283096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002884686,"about_ca_system_score_gemma":0.001231325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002672044,"about_ca_topic_score_gemma":0.001521904,"domain_scores_codex":[0.9976701,0.001313963,0.0001125053,0.0003175391,0.0003418621,0.0002440021],"domain_scores_gemma":[0.9911005,0.006039006,0.001118984,0.0006640167,0.0005971316,0.0004803614],"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":[0.0001389162,0.00009180911,0.0224495,0.0001157638,0.000085442,0.0004737925,0.01624412,0.01838764,0.0006322534,0.9026154,0.0002482788,0.03851718],"study_design_scores_gemma":[0.00003670885,0.00009711673,0.008986141,0.00006947766,0.00003524625,0.0002439843,0.005085181,0.07665191,0.000193073,0.9059221,0.002631284,0.00004793956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6359607,0.001592264,0.2998077,0.003659711,0.00005438492,0.0002177381,0.0001184759,0.0001328184,0.05845621],"genre_scores_gemma":[0.9871747,0.0002610722,0.01175197,0.00004768659,0.00001477131,0.00006595847,0.00001866657,0.00001009571,0.0006549804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005487416,"threshold_uncertainty_score":0.02092993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023205429258543,"score_gpt":0.3441477403739931,"score_spread":0.2418271974481388,"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."}}