{"id":"W3035198686","doi":"10.1108/jopp-03-2018-0013","title":"Unravelling SMEs’ participation and success in public procurement","year":2020,"lang":"en","type":"article","venue":"Journal of Public Procurement","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Works and Government Services Canada","funders":"","keywords":"Call for bids; Procurement; Business; Asset specificity; Bidding; Marketing; Originality; Government (linguistics); Endogeneity; Industrial organization; Public economics; Economics; Transaction cost; Finance; Qualitative research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002394552,0.0003176043,0.0004668956,0.0008170832,0.0001573751,0.001184951,0.0005882938,0.0001056055,0.0002840641],"category_scores_gemma":[0.0009301871,0.0002722819,0.0001153779,0.001127622,0.00006463993,0.004517008,0.000275975,0.0004383132,0.00004190012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723457,"about_ca_system_score_gemma":0.0002485594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004065599,"about_ca_topic_score_gemma":0.00008700233,"domain_scores_codex":[0.9965913,0.00005140293,0.001212839,0.0003479644,0.001083004,0.0007134998],"domain_scores_gemma":[0.9977364,0.00003298502,0.001158384,0.0001638738,0.0007381314,0.000170239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001940816,0.001103163,0.8171101,0.001520067,0.0003109156,0.0000578182,0.001403279,0.00008670432,0.00189128,0.1060145,0.02088472,0.04942345],"study_design_scores_gemma":[0.007290398,0.0003940169,0.1125918,0.0003470012,0.0002151171,0.00001708732,0.0007066133,0.01113658,0.0007176289,0.00688054,0.8585518,0.001151471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.770543,0.002474451,0.008472873,0.2052327,0.0008759787,0.001505677,0.000003825665,0.0001681905,0.01072323],"genre_scores_gemma":[0.9917901,0.0001174927,0.000328719,0.005510057,0.002134909,0.00004197309,0.0000105438,0.00003332868,0.00003293081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.837667,"threshold_uncertainty_score":0.9999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006076405571136,"score_gpt":0.2863660966789067,"score_spread":0.1857584561217931,"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."}}