{"id":"W4224061385","doi":"10.1177/10245294221082243","title":"Introduction","year":2022,"lang":"en","type":"article","venue":"Competition & Change","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001287192,0.0009825948,0.0005646193,0.001525069,0.002424295,0.00602415,0.002011103,0.002864007,0.3418238],"category_scores_gemma":[0.005810272,0.0003074961,0.000666192,0.001303049,0.001208272,0.004604917,0.004254674,0.003690398,0.1835219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951463,"about_ca_system_score_gemma":0.001769706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002501134,"about_ca_topic_score_gemma":0.002763531,"domain_scores_codex":[0.9985276,0.0002296941,0.0000767294,0.0003992842,0.0005501581,0.0002163896],"domain_scores_gemma":[0.9980477,0.0004566171,0.0001273847,0.0002273291,0.0007500105,0.0003909128],"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":[0.00003727448,0.00003552193,0.0003677239,0.0001915476,0.000003581725,0.0001392618,0.0006426256,0.0001185381,0.0002715159,0.07195739,0.8617655,0.06446949],"study_design_scores_gemma":[0.000001357067,0.000008104301,0.0001395799,0.00008023611,7.536514e-7,0.00007374369,0.0001118187,0.00002722666,0.00004144215,0.002964801,0.9965474,0.000003581562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002781084,0.01271284,0.01165353,0.04402661,0.06421353,0.0002590977,0.004549347,0.001532218,0.8582717],"genre_scores_gemma":[0.02017517,0.01028705,0.005102688,0.01864089,0.02067489,0.0002588084,0.005094089,0.001066159,0.9187003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6581762,"threshold_uncertainty_score":0.9388086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03981800093915309,"score_gpt":0.2181557239607422,"score_spread":0.1783377230215892,"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."}}