{"id":"W4287703280","doi":"10.5281/zenodo.3994357","title":"DETERMINANTS OF CORPORATE INVOLVEMENT IN SOCIAL IMPACT","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Social impact; Business; Medicine; Environmental health","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000253896,0.00006726569,0.0001071099,0.00003604333,0.0003165692,0.00007361078,0.0003569923,0.00002357252,0.02432395],"category_scores_gemma":[0.00004936983,0.00006696193,0.00002372629,0.0002906863,0.0000918614,0.0001426573,0.0007633245,0.00006686433,0.003163603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156078,"about_ca_system_score_gemma":0.00000177235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005461305,"about_ca_topic_score_gemma":0.000001537284,"domain_scores_codex":[0.9992541,0.00005530206,0.0001962418,0.0001910707,0.0001288635,0.0001744406],"domain_scores_gemma":[0.9996981,0.000002833158,0.0001143741,0.00008443748,0.00002134953,0.00007891902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004094878,0.0005950054,0.05601108,0.0001875532,0.00005177168,0.00006379102,0.01815179,0.002495117,0.036497,0.0005129404,0.2961887,0.5888357],"study_design_scores_gemma":[0.0009824513,0.0002302332,0.570313,0.00001854858,0.000005463068,0.00001051366,0.0004302271,0.0035867,0.001356911,0.0002605102,0.422541,0.0002644367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816998,0.00000376817,0.0001143922,0.0003229357,0.00001975605,0.0001534617,0.00003374066,0.00005275781,0.0175994],"genre_scores_gemma":[0.9994386,0.000009396528,0.00008723853,0.00012461,0.00002246052,1.564558e-8,0.00007676629,0.0001844676,0.00005637221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5885713,"threshold_uncertainty_score":0.9976125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06982384989110392,"score_gpt":0.2515799858896401,"score_spread":0.1817561359985362,"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."}}