{"id":"W24031458","doi":"10.1016/b978-0-444-54323-3.00012-9","title":"Managing Domino Effects from a Design-Based Viewpoint","year":2013,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland","funders":"","keywords":"Domino; Domino effect; Computer science; Political science; Biology","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001267782,0.0006261565,0.001056305,0.0003411091,0.0009627166,0.00002605015,0.0005052095,0.0009693486,0.006770994],"category_scores_gemma":[0.0002002937,0.0005411429,0.0003006031,0.00002639652,0.0001412478,0.00005459892,0.0002340304,0.002625943,0.0204723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005890013,"about_ca_system_score_gemma":0.001856549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004956418,"about_ca_topic_score_gemma":0.00005747344,"domain_scores_codex":[0.9951755,0.0008140357,0.001161089,0.000808044,0.0009137832,0.001127481],"domain_scores_gemma":[0.9915131,0.005851961,0.0005577978,0.0009959395,0.0003888948,0.0006923095],"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":[0.0002597854,0.00001152392,0.00004756234,0.001545652,0.00007783674,0.00004804888,0.0002127924,0.000002255837,0.00001088538,0.002934521,0.003176191,0.9916729],"study_design_scores_gemma":[0.001710618,0.000190168,0.00101627,0.005393163,0.0001054693,5.098188e-7,0.000009792328,0.0005342765,0.00002302629,0.06454212,0.9258795,0.0005950412],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002113718,0.002340237,0.0009690552,0.001447855,0.001326752,0.007427876,0.000109335,0.0001699636,0.9861878],"genre_scores_gemma":[0.0005318151,0.0002605832,0.004071391,0.00717158,0.001423288,0.001976867,0.0002342413,0.0002101219,0.9841201],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9910779,"threshold_uncertainty_score":0.999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06863191208873062,"score_gpt":0.3885113703679868,"score_spread":0.3198794582792562,"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."}}