{"id":"W2013179220","doi":"10.1057/palgrave.abm.9200148","title":"North American Research Agenda and Methodologies: Past Imperfect, Future — Limitless Possibilities","year":2006,"lang":"en","type":"article","venue":"Asian Business & Management","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Bandwagon effect; Popularity; Imperfect; Public relations; Political science; Subtitle; Recession; Sociology; Field (mathematics); Management; Engineering ethics; Economics; Law; Engineering","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":[0.0008574562,0.0003954948,0.0004152426,0.0007869972,0.0008339168,0.0007623633,0.0005051623,0.00004650914,0.0001425663],"category_scores_gemma":[0.00007178539,0.000347707,0.00006768961,0.00350407,0.000463488,0.0007915159,0.001350971,0.0001957808,0.0002001482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007653062,"about_ca_system_score_gemma":0.00001021873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785263,"about_ca_topic_score_gemma":0.003749732,"domain_scores_codex":[0.997276,0.00006904768,0.0004294037,0.0007659768,0.0007184009,0.0007411758],"domain_scores_gemma":[0.9987405,0.00009184281,0.0002265698,0.0004136494,0.0005078931,0.00001953302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001536752,0.0003421906,0.2986753,0.002428555,0.000406615,0.0002255733,0.0002874546,0.0001765584,0.00002191462,0.1882398,0.2657621,0.2432803],"study_design_scores_gemma":[0.0003362136,0.000008179839,0.8021928,0.00002806402,0.00008832459,0.000001154143,0.004066441,0.00003126289,0.000002830936,0.006856218,0.1860391,0.000349453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.670203,0.001787023,0.003488752,0.02696073,0.001340298,0.002518393,0.00001865658,0.001079173,0.292604],"genre_scores_gemma":[0.9861165,0.000413138,0.003573775,0.001152974,0.004066799,0.0001265954,0.0001346574,0.00008378612,0.004331733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5035174,"threshold_uncertainty_score":0.9998975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04515655709803035,"score_gpt":0.2909106957658051,"score_spread":0.2457541386677748,"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."}}