{"id":"W2344127283","doi":"","title":"Diffusion of Information and Communication Technologies to Businesses","year":2006,"lang":"en","type":"article","venue":"","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Information and Communications Technology; Business; Knowledge management; Key (lock); Marketing; Information technology; Focus (optics); Diffusion; Public relations; Political science; Computer science; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004385848,0.00003877753,0.00005517939,0.0001303416,0.00003605588,0.0002365168,0.00007342269,0.00002253125,0.000008978969],"category_scores_gemma":[0.00002656983,0.00003126786,0.000006230193,0.0001310133,0.00001940409,0.004657827,0.0001637015,0.00001359433,0.00004642761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003750733,"about_ca_system_score_gemma":0.000001536848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008405137,"about_ca_topic_score_gemma":0.0001610777,"domain_scores_codex":[0.9997563,6.148271e-8,0.0001343766,0.00003207388,0.00002822441,0.00004893846],"domain_scores_gemma":[0.9997731,0.000006698998,0.00007292691,0.00009704508,0.00004906369,0.000001146812],"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":[0.00001395519,0.00003509307,0.01578783,0.0001124047,0.000002513972,4.539415e-8,0.00001204784,0.0001730399,0.0003723723,0.8690678,0.003917998,0.1105049],"study_design_scores_gemma":[0.0008097465,0.00002388465,0.1817146,0.0001102704,0.00002078841,0.000001672943,0.004549905,0.0104976,0.001512061,0.5664283,0.2338394,0.0004917386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304621,0.00001519669,0.0005780993,0.0005349422,0.00001711882,0.00006863168,4.406669e-7,0.00008945868,0.068234],"genre_scores_gemma":[0.9989866,0.00001004424,0.0007274855,0.000192875,0.00001271225,0.000002783929,0.00002773266,0.000001973885,0.00003776529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3026395,"threshold_uncertainty_score":0.3376813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005974953082223364,"score_gpt":0.1664158069832833,"score_spread":0.1604408539010599,"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."}}