{"id":"W7118064508","doi":"10.1108/intr-03-2024-0529","title":"Examining digital platform resilience: a social–ecological systems approach","year":2025,"lang":"en","type":"article","venue":"Internet Research","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Saskatchewan","funders":"","keywords":"Flexibility (engineering); CLARITY; Resilience (materials science); Variance (accounting); Structural equation modeling; Conceptual model; Sustainability; Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002850013,0.0005686602,0.0003459087,0.007919015,0.001980719,0.004147097,0.001021349,0.0007567677,0.004107426],"category_scores_gemma":[0.00808962,0.0003091714,0.0006919994,0.00486951,0.006987948,0.006115163,0.007525827,0.0008671774,0.0001512446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005404254,"about_ca_system_score_gemma":0.003291557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0058658,"about_ca_topic_score_gemma":0.006993728,"domain_scores_codex":[0.9981549,0.001008062,0.00007451747,0.0002782742,0.000288865,0.0001953239],"domain_scores_gemma":[0.9944451,0.00285187,0.001445083,0.0004313997,0.0003586072,0.0004679333],"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":[0.0000939433,0.0006016538,0.3270608,0.0006351771,0.0004584839,0.0008408885,0.01960127,0.04554592,0.003345629,0.5242994,0.001213806,0.07630295],"study_design_scores_gemma":[0.00003967442,0.0004508885,0.2583068,0.0007184299,0.0002466985,0.0004818451,0.07964437,0.1377056,0.002520456,0.4925523,0.02719228,0.0001407355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8729722,0.0005930014,0.07527219,0.004286435,0.00004452387,0.0004783903,0.0003977329,0.0001163278,0.04583911],"genre_scores_gemma":[0.9943613,0.0001078764,0.005137664,0.000050807,0.000007847338,0.00007426667,0.00003190431,0.000004099305,0.0002243042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007919015,"threshold_uncertainty_score":0.03921074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1279655597140609,"score_gpt":0.3183153957180741,"score_spread":0.1903498360040132,"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."}}