{"id":"W4413602106","doi":"10.64628/aam.gfvnp7u47","title":"Investing in employee ownership could help the Canadian government meet its sustainability goals","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Sustainability; Business; Government (linguistics); Finance; Accounting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002720881,0.0005806695,0.0005135292,0.00165181,0.002979842,0.00546318,0.0008529059,0.002761802,0.01475134],"category_scores_gemma":[0.01378361,0.0001847685,0.0007647627,0.002269988,0.00138169,0.002999588,0.001668594,0.002323756,0.0006128247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03454541,"about_ca_system_score_gemma":0.08626994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9289128,"about_ca_topic_score_gemma":0.966141,"domain_scores_codex":[0.9983007,0.0002240718,0.00002996259,0.0000919874,0.0005486737,0.0008046728],"domain_scores_gemma":[0.993856,0.0009686996,0.0004088074,0.0002396245,0.002822408,0.001704414],"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":[0.0002101357,0.0002675013,0.08333806,0.0003002451,0.0002565797,0.0003130923,0.001246185,0.01575851,0.0007061028,0.6316161,0.1602654,0.105722],"study_design_scores_gemma":[0.000211561,0.0002228745,0.1308738,0.00120907,0.0005029173,0.0001542233,0.01076681,0.04075698,0.003063828,0.3370513,0.4749556,0.0002310426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2921874,0.008600878,0.0213523,0.3126039,0.002027262,0.0003807278,0.006920093,0.0006821317,0.3552453],"genre_scores_gemma":[0.9112018,0.004185865,0.004620276,0.006189893,0.0003142811,0.00004968946,0.001056423,0.00007610797,0.07230566],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07108724,"threshold_uncertainty_score":0.2506457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.18124153369109,"score_gpt":0.2959650147016831,"score_spread":0.1147234810105931,"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."}}