{"id":"W4220691023","doi":"10.1016/j.jbusres.2022.03.004","title":"In times of plenty: Slack resources, R&D investment, and entrepreneurial firms in challenging institutional environments","year":2022,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Commit; Sample (material); Investment (military); Business; Industrial organization; Economics; Monetary economics; Microeconomics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00172172,0.0001094595,0.0002856009,0.001123634,0.0002216038,0.00006995814,0.0003239521,0.00003266449,0.0005929251],"category_scores_gemma":[0.0003855538,0.000101403,0.00004415851,0.001041561,0.0002156616,0.0007914747,0.0007834169,0.0004513112,0.000006994794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130188,"about_ca_system_score_gemma":0.00005379195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007425369,"about_ca_topic_score_gemma":0.0001206172,"domain_scores_codex":[0.9978335,0.00009308002,0.0005616306,0.0002048462,0.000995602,0.0003112885],"domain_scores_gemma":[0.9992813,0.0001347312,0.000308743,0.0001337249,0.0001231703,0.00001830963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001005257,0.001078428,0.9425918,0.0004392852,0.00008231835,0.0003367524,0.001641055,0.035934,0.002205021,0.006961595,0.003563508,0.004161002],"study_design_scores_gemma":[0.003799084,0.00008376178,0.6981401,0.0003749284,0.0000205188,0.00004391358,0.002393343,0.0006611212,0.00006271308,0.008990009,0.2851613,0.0002691397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927341,0.002136215,0.0000037158,0.002841327,0.0002463481,0.0001531674,0.000003337427,0.000002533128,0.001879212],"genre_scores_gemma":[0.998239,0.0009491424,0.00003325779,0.0002182046,0.0004061356,0.00001299588,0.000003723887,0.00001037217,0.0001271485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2815978,"threshold_uncertainty_score":0.6492113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06112577456630995,"score_gpt":0.2968472456408087,"score_spread":0.2357214710744987,"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."}}