{"id":"W1995458822","doi":"10.1080/08276331.2003.10593306","title":"Informal Investment in Canada: Financing Small Business Growth","year":2003,"lang":"en","type":"article","venue":"Journal of Small Business & Entrepreneurship","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Due diligence; Business; Economic shortage; Investment (military); Finance; Diligence; Structuring; Product (mathematics); Service (business); Marketing","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"],"consensus_categories":[],"category_scores_codex":[0.000871558,0.0004230034,0.0006388261,0.0006558843,0.0001308158,0.0002890447,0.0006917862,0.0001286303,0.0001363289],"category_scores_gemma":[0.00165332,0.0003818357,0.0001356037,0.001782375,0.00006100648,0.001671698,0.0002095467,0.0005099289,0.00002752364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004203558,"about_ca_system_score_gemma":0.001607728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2017147,"about_ca_topic_score_gemma":0.4384648,"domain_scores_codex":[0.9971591,0.00004545484,0.001167602,0.0003160668,0.0005601484,0.0007516596],"domain_scores_gemma":[0.9971683,0.0001091627,0.001124961,0.0003226002,0.001200946,0.00007400624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003180797,0.0004414318,0.954091,0.000922857,0.00009251387,0.001493511,0.0001845262,0.005395308,0.0007990156,0.03104748,0.001976993,0.003237358],"study_design_scores_gemma":[0.002458061,0.0000178419,0.9672821,0.0005650314,0.0001209275,0.0001689607,0.0003053962,0.0001235817,0.0006365265,0.003638923,0.02405591,0.0006267441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905822,0.0004686326,0.0004067046,0.001687523,0.002201484,0.0002130316,0.000002160682,0.00002613571,0.004412162],"genre_scores_gemma":[0.9951599,0.0001097573,0.0003152236,0.003598659,0.0006702183,0.000007169776,0.00001260405,0.00004333106,0.00008311182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2367501,"threshold_uncertainty_score":0.9998633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262146821241563,"score_gpt":0.182841957129199,"score_spread":0.1602204889167834,"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."}}