{"id":"W7117468696","doi":"10.5220/0014321100004718","title":"A Study of Small and Medium-Sized Technology-Based Enterprises in Different Risk Contexts","year":2025,"lang":"","type":"article","venue":"","topic":"Cyberloafing and Workplace Behavior","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Bank of Canada","funders":"","keywords":"Context (archaeology); Government (linguistics); Risk management; Work (physics); Production (economics)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008131487,0.0003031376,0.0007839394,0.0007501871,0.0003201026,0.00006744165,0.0004322874,0.0003367976,0.0001478164],"category_scores_gemma":[0.000691268,0.0002478422,0.0001018178,0.001288001,0.0007356722,0.00004364238,0.000223615,0.0004571541,0.000002793071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148571,"about_ca_system_score_gemma":0.0003361592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008018956,"about_ca_topic_score_gemma":0.09479503,"domain_scores_codex":[0.9973864,0.0005351607,0.0007448112,0.0005772545,0.0003084728,0.0004479138],"domain_scores_gemma":[0.998324,0.000726345,0.0003662045,0.0003794086,0.0001077755,0.00009628906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000228897,0.003505325,0.9616202,0.00002731923,0.00006102337,0.00001100855,0.01017752,0.000003782972,0.0001389782,0.0002280164,0.00008049067,0.02391751],"study_design_scores_gemma":[0.00975411,0.0009447542,0.8776058,0.0007135701,0.0004187455,2.148423e-7,0.1074135,0.00006350115,0.001773007,0.0007073701,0.0002706303,0.0003348132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993475,0.0007072409,0.00005830648,0.00250255,0.0004434349,0.00142672,0.0000110332,0.00007908874,0.001296639],"genre_scores_gemma":[0.9978793,0.0002345308,0.00009189217,0.00005274931,0.00001826278,0.0001123192,6.5585e-7,0.000009074263,0.001601229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09723599,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419438123454408,"score_gpt":0.3016214283542238,"score_spread":0.2874270471196798,"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."}}