{"id":"W7070968529","doi":"","title":"Resilient by Design: Enabling Agility and Resilience in Ontario’s Small and Medium Enterprises","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Maturity (psychological); Scale (ratio); Small and medium-sized enterprises; Psychological resilience; Productivity","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":[0.002023201,0.0003525939,0.0001647474,0.0008185628,0.01162603,0.006316848,0.001140557,0.00106777,0.006399053],"category_scores_gemma":[0.004272693,0.0002444371,0.0003295508,0.001433198,0.006152204,0.002411803,0.004931246,0.001000446,0.0006658581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08412269,"about_ca_system_score_gemma":0.1390528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9063866,"about_ca_topic_score_gemma":0.9755065,"domain_scores_codex":[0.9974813,0.0005144957,0.00006172427,0.0001608695,0.0007674134,0.001014256],"domain_scores_gemma":[0.995262,0.0004992404,0.0002770013,0.000254492,0.001451101,0.002255987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005194814,0.0004343925,0.09192596,0.001416938,0.00008565115,0.003450071,0.2356989,0.005635555,0.009436276,0.2159952,0.1122849,0.3231167],"study_design_scores_gemma":[0.00004114148,0.0001950426,0.08335838,0.0007451866,0.00007307229,0.0002918802,0.1839294,0.002323798,0.00196066,0.01963546,0.7073001,0.0001458638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5365424,0.002555484,0.01009923,0.04967262,0.000326735,0.00049821,0.0005333408,0.0004132128,0.3993587],"genre_scores_gemma":[0.943857,0.001757254,0.005029351,0.001263497,0.00002583106,0.0001222321,0.0001470249,0.00005942892,0.04773837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09361339,"threshold_uncertainty_score":0.6103557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06571103810098179,"score_gpt":0.2839811670249359,"score_spread":0.2182701289239541,"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."}}