{"id":"W4293279883","doi":"10.31235/osf.io/eu792","title":"A Motivational Theory of Roles, Rewards, and Institutions","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Normative; Action (physics); Argument (complex analysis); Psychology; Cognitive science; Key (lock); Nothing; Epistemology; Cognition; Cognitive psychology; Sociology; Computer science; Neuroscience","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":[0.002906087,0.0005247364,0.0002535189,0.001267751,0.001805225,0.003594144,0.001013116,0.001507098,0.006219936],"category_scores_gemma":[0.003564383,0.0002172528,0.0004908183,0.0007851293,0.01236969,0.007198346,0.002585104,0.002381893,0.0007739872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002523137,"about_ca_system_score_gemma":0.002291748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102548,"about_ca_topic_score_gemma":0.001132153,"domain_scores_codex":[0.9983974,0.000842174,0.00004211858,0.0001919428,0.0003732163,0.0001530774],"domain_scores_gemma":[0.9986593,0.0005490842,0.0001910406,0.0001430079,0.0001725108,0.000285083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001341351,0.000003590303,0.00004611946,0.000004469397,4.690881e-7,0.000003745006,0.0001247326,0.00007859068,0.00003085017,0.9983833,0.0001487975,0.001174094],"study_design_scores_gemma":[0.000009414974,0.00001722813,0.0002950117,0.00002325436,0.000002627361,0.00003800217,0.0002149789,0.00119495,0.00008562909,0.9767593,0.02135457,0.000005069532],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03168181,0.001791604,0.479129,0.02829834,0.0004508648,0.0001419742,0.00009762006,0.0001415906,0.4582673],"genre_scores_gemma":[0.8926302,0.001434598,0.07529229,0.001922105,0.0005339269,0.0003419729,0.00006474875,0.00005751738,0.02772258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006219936,"threshold_uncertainty_score":0.02080774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049809646768292,"score_gpt":0.2328903512052729,"score_spread":0.20239225473759,"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."}}