{"id":"W3203382638","doi":"10.32393/startupcanwork","title":"Business Startup and Entrepreneurship: Canada Workbook","year":2021,"lang":"en","type":"book","venue":"","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workbook; Entrepreneurship; Business plan; Business; Management; Accounting; Marketing; Economics; Finance","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":[0.0001008812,0.0003937684,0.0004264924,0.0001264912,0.0001371771,0.0004985789,0.0002952747,0.000227262,0.003187025],"category_scores_gemma":[0.00009361794,0.0003787331,0.00006890842,0.0001601143,0.00006548688,0.0004609698,0.0006774994,0.0003348161,0.0001044239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149128,"about_ca_system_score_gemma":0.0009431148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08442176,"about_ca_topic_score_gemma":0.4730618,"domain_scores_codex":[0.9984085,0.000005632301,0.0002823031,0.0005386374,0.0004021472,0.0003628008],"domain_scores_gemma":[0.9990569,0.00005700882,0.0002032762,0.000388319,0.0002657269,0.00002881825],"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":[0.00001231522,0.00001972219,0.0006156916,0.0007274592,0.00007919377,0.0003389177,0.00000662078,0.000002375287,0.00000631063,0.06019519,0.9336181,0.004378141],"study_design_scores_gemma":[0.000219233,0.000001493654,0.00102245,0.0002640952,0.00009532967,0.000006385173,0.00002391101,0.00001848426,0.000004107979,0.005980463,0.9918885,0.0004755014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009730398,0.003703798,0.00004934776,0.002482725,0.001807109,0.0002466915,0.00001379187,0.0001283775,0.9905951],"genre_scores_gemma":[0.002768663,0.0001692045,0.00002846997,0.007117718,0.003274196,0.000008394478,0.0007437588,0.00006538061,0.9858242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3886401,"threshold_uncertainty_score":0.9998665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072342853328971,"score_gpt":0.1666253008492189,"score_spread":0.1559018723159292,"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."}}