{"id":"W1984168327","doi":"10.1057/jibs.2011.43","title":"Distance without direction: Restoring credibility to a much-loved construct","year":2012,"lang":"en","type":"article","venue":"Journal of International Business Studies","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":483,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Construct (python library); Appeal; Credibility; Positive economics; International business; Context (archaeology); Value (mathematics); Strengths and weaknesses; Variety (cybernetics); Sociology; Epistemology; Economics; Marketing; Social psychology; Psychology; Computer science; Political science; Business; Law; Management; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0007607067,0.0002263366,0.0004031466,0.000483654,0.0001868687,0.0001919088,0.0003994302,0.0000449138,0.0001410213],"category_scores_gemma":[0.002154424,0.0001798179,0.0001362795,0.0005920351,0.0001052678,0.00257882,0.0002586158,0.0001717736,0.00007844405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276196,"about_ca_system_score_gemma":0.00003857805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001077849,"about_ca_topic_score_gemma":0.00003991132,"domain_scores_codex":[0.9980162,0.00001151192,0.0007044334,0.0001832828,0.0008021312,0.0002823846],"domain_scores_gemma":[0.9941232,0.0001007684,0.0007459183,0.0001495461,0.00484694,0.00003364279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007056299,0.0003505477,0.9355494,0.0002098463,0.0007265402,0.00003152457,0.0003664935,0.0005279285,0.001340479,0.04013884,0.01497185,0.005080923],"study_design_scores_gemma":[0.0008107898,0.00001148348,0.7030387,0.0004607994,0.00009120801,0.0001009986,0.0007564932,0.0001671512,0.0001317048,0.001618666,0.2924991,0.0003128829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404643,0.002288908,0.00620956,0.01053645,0.021651,0.0002057286,0.000007939359,0.00006719586,0.01856891],"genre_scores_gemma":[0.9868759,0.0001490949,0.001247659,0.001037235,0.01012284,0.00001164465,0.000004043768,0.00002302071,0.0005285945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2775273,"threshold_uncertainty_score":0.7332761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04379979451918686,"score_gpt":0.3053656942030953,"score_spread":0.2615658996839084,"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."}}