{"id":"W4379385472","doi":"10.33423/jabe.v25i2.6097","title":"Embracing Sustainability: A Survey of US Small and Medium-Sized Enterprises","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"HSBC Bank USA","keywords":"Sustainability; Incentive; Business; Government (linguistics); Small and medium-sized enterprises; Latin Americans; Industrial organization; Marketing; Finance; Economics; Market economy; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002662986,0.0001443691,0.0005274643,0.000343585,0.0001084801,0.0002113912,0.0001209512,0.00007504387,0.000008203317],"category_scores_gemma":[0.001299681,0.0001350813,0.00005640048,0.0005398775,0.0001179984,0.0004431225,0.0002523257,0.0001208483,0.000001831128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005256187,"about_ca_system_score_gemma":0.000263842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008293521,"about_ca_topic_score_gemma":0.0008273958,"domain_scores_codex":[0.9986253,0.00001106061,0.0008817574,0.0001880966,0.00008887601,0.0002049285],"domain_scores_gemma":[0.9973031,0.0002691892,0.001481955,0.0001330318,0.0007874688,0.00002525577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00340683,0.0001435401,0.9163786,0.0020094,0.0002077057,0.00005252074,0.0004590218,0.002200138,0.001631354,0.003136638,0.000150694,0.07022355],"study_design_scores_gemma":[0.0007321101,0.000008612474,0.9728345,0.00003954532,0.00005573617,0.000008748665,0.0009498789,0.0007404344,0.00005859857,0.02346506,0.000955653,0.0001511657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982225,0.00004065021,0.00005350029,0.0004616246,0.0002573066,0.0001607275,0.000002571885,0.00001792688,0.0007832443],"genre_scores_gemma":[0.9992922,0.000127235,0.00008189067,0.0001155458,0.0003348103,0.000002491825,0.000006262332,0.00002058408,0.00001896974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07007238,"threshold_uncertainty_score":0.5508454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624119299184295,"score_gpt":0.2360557071063702,"score_spread":0.2098145141145273,"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."}}