{"id":"W6978052859","doi":"10.7488/era/3392","title":"International entrepreneurial opportunities: roles of networks, knowledge and serendipity","year":2015,"lang":"en","type":"other","venue":"University of Edinburgh","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serendipity; Government (linguistics); Alliance; Service (business); Competitive advantage; Service provider; Directory; Complementary assets; Entrepreneurship","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002220831,0.0002313196,0.0004700186,0.0005500859,0.00002702086,0.000006806397,0.0004873239,0.0002997328,0.0339011],"category_scores_gemma":[0.00003710843,0.0002872869,0.00009556483,0.0001145091,0.0004841673,0.00009154461,0.0004462008,0.0001616693,0.000008362436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008155123,"about_ca_system_score_gemma":0.0002622523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005503083,"about_ca_topic_score_gemma":0.0008070024,"domain_scores_codex":[0.9990108,0.00004627613,0.0001611843,0.0003019719,0.0003096457,0.0001701343],"domain_scores_gemma":[0.998719,0.00005636689,0.0005157136,0.0002894028,0.0002525576,0.0001669817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001577863,0.0001245898,0.001055751,0.00001375274,0.0003325873,0.00001888238,0.0006674034,0.0000208711,0.00001444987,0.00009118451,0.9964279,0.00107486],"study_design_scores_gemma":[0.001216273,0.00004743507,0.00003035236,0.0002585463,0.0001802836,0.000003474321,0.001189083,0.000316526,0.000006234496,0.00004548329,0.9964948,0.0002115436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007633901,0.0009987523,0.00005579731,0.00002682506,0.001036192,0.0001536541,0.001471318,0.0001072655,0.9953868],"genre_scores_gemma":[0.00825672,0.001414645,0.0001741515,0.000002875173,0.0008512401,8.624708e-8,0.000527282,0.0001277574,0.9886453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03389274,"threshold_uncertainty_score":0.9999579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020586847306461,"score_gpt":0.2298923621175745,"score_spread":0.1996864936445099,"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."}}