{"id":"W3192239643","doi":"10.2139/ssrn.3731215","title":"Benefit Corporations: A Persisting and Heightened Conflict for Directors","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Legal principles and applications","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Business; Psychology; Accounting; Political 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001604845,0.00006203475,0.0000890714,0.00003473982,0.001315293,0.0001175489,0.0001247752,0.00004325644,0.000009893257],"category_scores_gemma":[0.0001949852,0.0000560714,0.00005491707,0.00009670218,0.0000785812,0.000129159,0.00001280985,0.00028992,0.000003727457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002306748,"about_ca_system_score_gemma":0.0005676409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004821642,"about_ca_topic_score_gemma":0.006583663,"domain_scores_codex":[0.9987661,0.00004220924,0.0001348735,0.0001188313,0.0001246255,0.0008133282],"domain_scores_gemma":[0.9994873,0.0001445646,0.0001118419,0.00006240547,0.0001056999,0.00008816632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004954852,0.000009967504,0.000888535,0.000001348835,0.00001874577,2.571611e-8,0.0008714236,0.000005855207,0.00009096778,0.9794473,0.00003714984,0.01862372],"study_design_scores_gemma":[0.0005233889,0.0001490223,0.0009659951,0.0000116278,0.00004630188,0.00001634726,0.006372883,0.0007698403,0.00003526827,0.5516166,0.4393122,0.0001805224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8510936,0.003842215,0.09049223,0.0187064,0.0002955372,0.0008854092,0.00001482656,0.0001514532,0.03451829],"genre_scores_gemma":[0.9951392,0.001135906,0.0004820343,0.0001007077,0.0004720776,0.00001969564,0.000002780822,0.000008467333,0.002639063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.439275,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343116575218996,"score_gpt":0.2929870475455935,"score_spread":0.2695558817934035,"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."}}