{"id":"W2304452569","doi":"","title":"ICT Adoption in Malaysian SMEs from Services Sectors: Preliminary Findings","year":2007,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Cyberspace; Business; The Internet; Order (exchange); Service (business); Marketing; Computer science; World Wide Web; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003692149,0.0001127908,0.0002240901,0.0003789374,0.00006483325,0.0001012249,0.0008304016,0.0001137252,0.0002027144],"category_scores_gemma":[0.0000937271,0.00006752503,0.00006616381,0.0002858301,0.00008576198,0.0002718478,0.0001585456,0.0005116223,0.00001854013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003249002,"about_ca_system_score_gemma":0.00001067978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002854911,"about_ca_topic_score_gemma":0.0003017526,"domain_scores_codex":[0.9984228,0.0001742467,0.0006730531,0.0001286806,0.0004314091,0.000169807],"domain_scores_gemma":[0.9984419,0.0007846238,0.0003851541,0.000229509,0.0001088916,0.00004988057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005108854,0.00007851723,0.9467491,0.000003725508,0.00002328325,0.00004360472,0.009097573,0.0000374162,0.0009310699,0.0003179329,0.001066936,0.04113995],"study_design_scores_gemma":[0.0003986841,0.0002239917,0.9848087,0.0002181987,0.00002343369,0.0001915575,0.007702751,0.0004427028,0.0007216282,0.003813235,0.001370353,0.00008473017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952053,0.0005242483,0.002158458,0.001509809,0.0002538803,0.00004235101,0.00000182338,0.00001609624,0.0002880651],"genre_scores_gemma":[0.9987883,0.00006846874,0.0003256515,0.0005087072,0.00006823523,3.056813e-7,7.638719e-7,0.000007050175,0.0002325396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04105521,"threshold_uncertainty_score":0.2753591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04480578167122432,"score_gpt":0.3316011017635581,"score_spread":0.2867953200923338,"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."}}