{"id":"W4378875418","doi":"10.2139/ssrn.4464988","title":"What Drives Shareholder Returns in Mining Companies?","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Shareholder; Business; Accounting; Finance; Financial economics; Industrial organization; Financial system; Economics; Corporate governance","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":[0.001642447,0.0001693689,0.0005024404,0.0008149186,0.0006724775,0.003454324,0.0006263855,0.001594758,0.005363212],"category_scores_gemma":[0.0246742,0.0002087372,0.0002721027,0.0008240996,0.000989742,0.002582972,0.0006447533,0.001014676,0.001206263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008390956,"about_ca_system_score_gemma":0.0006523277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003920804,"about_ca_topic_score_gemma":0.006799415,"domain_scores_codex":[0.9991078,0.0002025377,0.00005494413,0.0001404305,0.0002260832,0.000268213],"domain_scores_gemma":[0.9747466,0.01424419,0.00663585,0.0007124943,0.001487418,0.00217338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00050915,0.0005618942,0.9447734,0.0001164001,0.0002525264,0.00060084,0.0007405889,0.003927321,0.001827282,0.009156427,0.002798643,0.03473554],"study_design_scores_gemma":[0.00003621725,0.0002174142,0.955673,0.00006635655,0.000112758,0.0003037646,0.003721996,0.00890062,0.001720771,0.02596279,0.00325155,0.00003278112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925931,0.0006340097,0.0004418945,0.00180519,0.00001945528,0.000006809099,0.00007017612,0.00001604696,0.004413323],"genre_scores_gemma":[0.9989365,0.0001183486,0.00004276403,0.00005790863,0.00002814567,0.000001174769,0.00002711101,0.000004132661,0.0007838786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005363212,"threshold_uncertainty_score":0.01794177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038063069646524,"score_gpt":0.2524698581421002,"score_spread":0.222089227445635,"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."}}