{"id":"W4385213447","doi":"10.5465/amproc.2023.19803abstract","title":"The Contingent Financial Impact of Company Philanthropy under High Uncertainty","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Business; Finance; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001432982,0.0003783432,0.0005118775,0.000611018,0.0004362303,0.0001961032,0.001219624,0.0001408443,0.00007597925],"category_scores_gemma":[0.0001479758,0.0002818458,0.0003220427,0.002242389,0.0003654309,0.0009311726,0.001069686,0.0002900482,0.000224717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008590752,"about_ca_system_score_gemma":0.00001405179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004507808,"about_ca_topic_score_gemma":0.000006338155,"domain_scores_codex":[0.9970152,0.000006820746,0.0008707998,0.0005012785,0.0008513909,0.0007545032],"domain_scores_gemma":[0.9985201,0.00008714101,0.0009918293,0.0001871438,0.0001899894,0.00002377417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002120609,0.0001041614,0.01524069,0.0007300667,0.0003043802,0.000002876523,0.0000581166,0.001136416,0.0002704348,0.764543,0.1976752,0.01972266],"study_design_scores_gemma":[0.001528185,0.00006680875,0.7446362,0.0002793444,0.0003120526,5.481498e-7,0.0007469046,0.003310695,0.000192275,0.08959845,0.1587856,0.0005428774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731753,0.0001301474,0.00008379629,0.00550505,0.0004285885,0.001304575,0.000009359912,0.0003590757,0.01900414],"genre_scores_gemma":[0.9966412,0.0007145074,0.00007885195,0.0006564604,0.0006478911,0.00008036204,0.00001839651,0.00005179325,0.001110528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7293956,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504723647810107,"score_gpt":0.2769130294043161,"score_spread":0.251865792926215,"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."}}