{"id":"W2626155588","doi":"10.24124/2010/bpgub1463","title":"Engaging success: a qualitative analysis of the prospective benefits of implementing gainsharing in British Columbia's pulp and paper industry","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Loyalty; Business; Profitability index; Productivity; Marketing; Revenue; Profit (economics); Industrial relations; Economics; Management; Economic growth; Accounting; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.0006697416,0.0001587654,0.0006299262,0.0002440689,0.0002958364,0.0003916144,0.0001975792,0.0001978246,0.0005164188],"category_scores_gemma":[0.0002637256,0.0001904604,0.0001454016,0.001038297,0.00005918423,0.000533719,0.0002790459,0.0006065876,3.634148e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003215575,"about_ca_system_score_gemma":0.00002894975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1503933,"about_ca_topic_score_gemma":0.9502363,"domain_scores_codex":[0.998585,0.00002031978,0.0006381574,0.0003710691,0.0001422386,0.0002431448],"domain_scores_gemma":[0.9986266,0.00009933719,0.0007408865,0.0001619238,0.0003645814,0.000006638189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008800233,0.00004142473,0.9863908,0.0003109009,0.000742317,4.122541e-7,0.00590954,0.00006833114,0.00008432017,0.001324802,0.00007904847,0.005039292],"study_design_scores_gemma":[0.0003019746,0.000003277531,0.8947763,0.0002303154,0.0005011087,8.968433e-8,0.1029707,0.0006125907,0.00002741458,0.0002359222,0.000141236,0.0001990781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822375,0.0001742032,7.013005e-7,0.00003585083,0.0001158367,0.0003888587,0.00004419401,0.000009291472,0.01699361],"genre_scores_gemma":[0.9984158,0.00004527926,0.00002562433,0.00008327314,0.0001009925,0.00004754338,0.0001416236,0.00002163698,0.001118245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.799843,"threshold_uncertainty_score":0.8552643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658935548370698,"score_gpt":0.2785985437778101,"score_spread":0.2620091882941031,"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."}}