{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002746416,0.0001663653,0.0001576018,0.001112525,0.00118008,0.002497951,0.0004066097,0.0006146776,0.008720968],"category_scores_gemma":[0.01000171,0.0001256207,0.0002817626,0.0009382872,0.001661959,0.0007936995,0.002819031,0.0008355384,0.0005411369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009021616,"about_ca_system_score_gemma":0.001074707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004682676,"about_ca_topic_score_gemma":0.006235708,"domain_scores_codex":[0.9965482,0.001623722,0.000160053,0.0002267349,0.0006709779,0.0007703426],"domain_scores_gemma":[0.982487,0.005971383,0.004311482,0.0009522557,0.001663239,0.004614596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000385977,0.0005694812,0.983233,0.00001246612,0.00003317802,0.0002037255,0.002600671,0.0002198227,0.0003372479,0.001669398,0.000318555,0.01076372],"study_design_scores_gemma":[0.000003257997,0.00006133552,0.9894716,0.00002200569,0.00001058419,0.0001324822,0.006921359,0.0005011595,0.0001896177,0.0005659966,0.002114214,0.000006553127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876431,0.00006344522,0.0001569169,0.0004248694,0.00000501291,0.00001811639,0.00003340916,0.000005055143,0.01165002],"genre_scores_gemma":[0.9994474,0.00001898477,0.00003001546,0.00001293619,0.000002815299,0.000004558239,0.00002015863,0.000001442986,0.0004616904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008720968,"threshold_uncertainty_score":0.02917451,"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."}}