{"id":"W2418773188","doi":"10.1177/0263774x16665620","title":"Business advice and lending in small firms","year":2016,"lang":"en","type":"article","venue":"Environment and Planning C Politics and Space","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Overdraft; Due diligence; Business; Loan; Small business; Finance; Debt; Business risks; Advice (programming); Empirical evidence; Accounting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00209743,0.00009318218,0.0002423908,0.001189164,0.001129709,0.00276765,0.0003003485,0.001203867,0.004480211],"category_scores_gemma":[0.03098843,0.0001156824,0.0000979207,0.001450365,0.002220375,0.001212494,0.001515428,0.001078494,0.0003035554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002049433,"about_ca_system_score_gemma":0.001785634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246862,"about_ca_topic_score_gemma":0.02189671,"domain_scores_codex":[0.9979771,0.001171554,0.0000937999,0.0001339622,0.000335035,0.0002886943],"domain_scores_gemma":[0.9546456,0.02460205,0.01307026,0.0005783751,0.001952262,0.005151448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004256252,0.0009366528,0.8310558,0.0001895494,0.00004714489,0.001441955,0.04484928,0.001255335,0.0005269221,0.01277855,0.003373991,0.1031192],"study_design_scores_gemma":[0.00004398892,0.0002749009,0.9238488,0.0002102961,0.00003314895,0.0003574424,0.03999895,0.001665733,0.0002218498,0.0184295,0.01487911,0.00003627959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857805,0.0009379584,0.0002039153,0.003440892,0.00001141647,0.00001176992,0.00002656666,0.00000688331,0.009580164],"genre_scores_gemma":[0.9985861,0.0003343043,0.00006959608,0.00009186981,0.00001526609,0.000002742898,0.00001015823,0.000001353698,0.0008887373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01246862,"threshold_uncertainty_score":0.02479213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474499552511074,"score_gpt":0.189625874567575,"score_spread":0.1748808790424642,"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."}}