{"id":"W4416912767","doi":"10.1504/ijgsb.2025.150131","title":"The effect of blackouts to the benefit of digitalisation on the micro and small enterprises productivity","year":2025,"lang":"en","type":"article","venue":"International Journal of Globalisation and Small Business","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blackout; Productivity; The Internet; Electricity; Economic shortage; Mains electricity; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001023935,0.0002028517,0.0002385538,0.0006522354,0.0002993457,0.001132605,0.0002775815,0.0003954605,0.003807434],"category_scores_gemma":[0.01030337,0.00009437312,0.0003184309,0.0005549872,0.000792575,0.0006195785,0.001079388,0.0008017211,0.0002952292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004916971,"about_ca_system_score_gemma":0.0004002891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003803537,"about_ca_topic_score_gemma":0.004524515,"domain_scores_codex":[0.9991856,0.0002880217,0.00005351182,0.0001096102,0.0001517183,0.0002115255],"domain_scores_gemma":[0.9790627,0.01000005,0.007642382,0.0006685333,0.000644172,0.001982181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002223167,0.0002675857,0.9842296,0.00002927752,0.00009411838,0.0002112284,0.0005192845,0.0009351146,0.0008379508,0.0003039248,0.000125233,0.01222437],"study_design_scores_gemma":[0.000001540866,0.00007462632,0.9986774,0.000005876479,0.00001660354,0.00002695915,0.0004206052,0.0002931258,0.0001383475,0.0001610751,0.0001808112,0.000003047884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985323,0.0001072548,0.0001133316,0.0001008333,0.000003619975,0.000004490788,0.0000455857,0.000003040694,0.001089624],"genre_scores_gemma":[0.9996516,0.00004741025,0.00002481052,0.00001221536,0.000006068013,0.000001657211,0.00002374663,6.53037e-7,0.0002318892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003807434,"threshold_uncertainty_score":0.0127371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.037553048922346,"score_gpt":0.3308734357116423,"score_spread":0.2933203867892963,"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."}}