{"id":"W4241582146","doi":"10.1002/cprt.30239","title":"Corporate Profiles","year":2018,"lang":"en","type":"article","venue":"Corporate Philanthropy Report","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":["insufficient_payload"],"category_scores_codex":[0.0005430251,0.0004151315,0.0004491053,0.0002039514,0.0004515204,0.0002939017,0.0004327343,0.0001366795,0.0009784929],"category_scores_gemma":[0.0001506723,0.0003762753,0.0001310808,0.001204261,0.0006852414,0.001450525,0.0002128544,0.0002081263,0.00508582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000454835,"about_ca_system_score_gemma":0.0001575333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003681321,"about_ca_topic_score_gemma":0.0001588636,"domain_scores_codex":[0.9973645,0.00001082181,0.0007274559,0.000812353,0.00050557,0.0005792849],"domain_scores_gemma":[0.994801,0.00001514852,0.003364825,0.0008986986,0.0008842184,0.00003603983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002259928,0.0002250456,0.7627815,0.0001454272,0.000060263,0.004091885,0.00002349013,0.00001193101,0.004611413,0.03472009,0.1901317,0.002971259],"study_design_scores_gemma":[0.001040171,0.000105381,0.3505903,0.0001759251,0.0001170419,0.0005801465,0.00005234443,0.001160035,0.003833846,0.0500991,0.5909921,0.001253571],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9183151,0.000111266,0.002856332,0.002205116,0.00348145,0.0006255551,0.0000258877,0.0006978252,0.0716815],"genre_scores_gemma":[0.9866719,0.00003012905,0.0002984717,0.001797221,0.006265087,0.00005337321,0.0001604636,0.0000815759,0.004641758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4121911,"threshold_uncertainty_score":0.9999347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06529532484266747,"score_gpt":0.252352748934312,"score_spread":0.1870574240916445,"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."}}