{"id":"W4206753167","doi":"10.2139/ssrn.557002","title":"Deconstructing Engagement","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Law and Human Rights","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Royal Ontario Museum; Queen's University; University of Toronto","funders":"","keywords":"Political science; Sociology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00105255,0.0001458123,0.0001327594,0.0001755402,0.0006275862,0.0003363105,0.000252187,0.00003786105,0.0001952193],"category_scores_gemma":[0.00001266557,0.0001216437,0.00009664219,0.0001699733,0.00003730894,0.0008504522,0.00006740542,0.00110347,0.000427891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000424686,"about_ca_system_score_gemma":0.0005252179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001165349,"about_ca_topic_score_gemma":0.002035483,"domain_scores_codex":[0.9978527,0.000007079653,0.0002460754,0.0001677437,0.0002104411,0.001515982],"domain_scores_gemma":[0.9995438,0.000008653779,0.00021947,0.0001235037,0.00009089844,0.0000136543],"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":[0.00001050874,0.00002890742,0.001275719,0.00000695511,0.00004192018,0.00001067866,0.00002151598,0.0000712319,0.00008220648,0.9886422,0.00004168821,0.009766474],"study_design_scores_gemma":[0.0008376017,0.00001848286,0.0004808148,0.00001994454,0.0000352292,0.0001410403,0.0006051551,0.00001552606,0.00002858786,0.9849781,0.01266587,0.0001735999],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779534,0.0003172447,0.004017787,0.0008626933,0.0004920331,0.00009837959,1.428257e-7,0.00009498231,0.0161633],"genre_scores_gemma":[0.9962558,0.00008974271,0.0001364963,0.0004803082,0.002416246,0.000002390364,0.000002827932,0.00002277251,0.0005934766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01830231,"threshold_uncertainty_score":0.5499817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421811666496104,"score_gpt":0.2103967904976577,"score_spread":0.1961786738326967,"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."}}