{"id":"W3195317338","doi":"10.1108/mf-07-2021-0317","title":"Can student managed investment funds (SMIFs) narrow the environmental, social and governance (ESG) skills gap?","year":2021,"lang":"en","type":"article","venue":"Managerial Finance","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Memorial University of Newfoundland","funders":"","keywords":"Corporate governance; Curriculum; Employability; Leverage (statistics); Business; Accounting; Experiential learning; Shareholder; Originality; Finance; Pedagogy; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008169481,0.0001464409,0.0001660967,0.00002569626,0.001523451,0.0001768725,0.0003766367,0.00008057917,0.000151041],"category_scores_gemma":[0.0002229381,0.0001406541,0.00005054517,0.0004676766,0.000594249,0.0001461036,0.0001968057,0.0001734982,0.00001896515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003574407,"about_ca_system_score_gemma":0.000158916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002684735,"about_ca_topic_score_gemma":0.000625172,"domain_scores_codex":[0.998086,0.0004481581,0.000250575,0.0003740362,0.000503178,0.0003379894],"domain_scores_gemma":[0.9993097,0.0001556014,0.0001744145,0.0002842973,0.00003979496,0.00003619869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001055256,0.0002526962,0.004735085,0.00001439849,0.00004180639,0.00003798708,0.02047957,0.0000301513,0.0003677647,0.9345953,0.01794134,0.0214933],"study_design_scores_gemma":[0.000312487,0.00002058027,0.3484649,0.0000151801,0.00002182423,0.000003289766,0.006281897,0.000004612668,0.0003393279,0.02117549,0.6231058,0.0002546285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141827,0.0009292011,0.0001295461,0.03931884,0.00365673,0.0005349123,0.00004152207,0.00004008618,0.04116644],"genre_scores_gemma":[0.9690413,0.0005541377,0.002414182,0.002814731,0.001348043,0.0001176857,0.00001193235,0.00001764859,0.02368028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9134198,"threshold_uncertainty_score":0.9997764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256524061433106,"score_gpt":0.336346280744602,"score_spread":0.3106938746012914,"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."}}