{"id":"W4248951973","doi":"10.1002/nba.20035","title":"Table of Contents","year":2011,"lang":"en","type":"article","venue":"Nonprofit Business Advisor","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public relations; Economic Justice; Best practice; CLARITY; Publicity; Political science; Business; Management; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004816235,0.0002003615,0.0003719105,0.0002085575,0.00011969,0.00006110915,0.0002944953,0.00009732642,0.0008565311],"category_scores_gemma":[0.001131639,0.0001896179,0.00008987393,0.001482081,0.0001265366,0.001078728,0.00023683,0.0001056281,0.0002486333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000203356,"about_ca_system_score_gemma":0.00007482864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003516764,"about_ca_topic_score_gemma":0.0001510398,"domain_scores_codex":[0.9983501,0.00001016541,0.0006158655,0.0003398918,0.0003395666,0.0003443937],"domain_scores_gemma":[0.9974269,0.0000302326,0.000800753,0.0004046964,0.001321606,0.00001584779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006148028,0.0005232861,0.925285,0.0009373471,0.0000765852,0.00007478987,0.0002234377,0.00000996123,0.02695876,0.01900312,0.001393188,0.02489967],"study_design_scores_gemma":[0.0008390149,0.00001247233,0.973103,0.0001192217,0.00008618128,0.000003535528,0.0004067979,0.0002959796,0.002501294,0.007165233,0.01505837,0.0004088632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358236,0.00005801179,0.0007080382,0.0001667051,0.0005930632,0.0004227862,0.000003411051,0.0001609956,0.06206337],"genre_scores_gemma":[0.9973304,0.000003199428,0.0005871999,0.0002961439,0.0003583371,0.00002677525,0.00001418626,0.00004231088,0.001341405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06150683,"threshold_uncertainty_score":0.9378415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06627896733645558,"score_gpt":0.2471439118584521,"score_spread":0.1808649445219965,"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."}}