{"id":"W4392947563","doi":"10.3917/resg.159.0297","title":"The faithful presentation of corporations’ CSR standalone reports – a Canadian study","year":2024,"lang":"fr","type":"article","venue":"Recherches en Sciences de Gestion","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Corporate social responsibility; Business; Political science; Public relations; Medicine","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":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02736642,0.0001758202,0.0001973568,0.0003742239,0.000849215,0.001567615,0.0002499571,0.0002115335,0.00005658652],"category_scores_gemma":[0.01567853,0.0001498209,0.00009491463,0.002924752,0.0005663777,0.001678854,0.00009871436,0.0004153177,0.00003163004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400787,"about_ca_system_score_gemma":0.00307752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3056482,"about_ca_topic_score_gemma":0.3859515,"domain_scores_codex":[0.9968003,0.000739542,0.0008073942,0.0005085281,0.0006891527,0.000455085],"domain_scores_gemma":[0.9966276,0.001851401,0.0005791002,0.0002995004,0.0005876654,0.00005476829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000657884,0.0002583026,0.5301872,0.0007797499,0.0001386931,0.0006011777,0.01175587,0.003212617,0.001854661,0.03251272,0.002982899,0.4156504],"study_design_scores_gemma":[0.0003015827,0.0003651686,0.4901469,0.001551006,0.0006756341,0.0001861203,0.04901731,0.1239141,0.0003976942,0.2619526,0.07063649,0.0008553884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631757,0.006339212,0.001353059,0.0209073,0.002267907,0.001108327,0.000005321932,0.00009443202,0.004748755],"genre_scores_gemma":[0.9904776,0.0001249795,0.0007537893,0.00004300166,0.0004767484,0.000039496,0.000009925572,0.00001872251,0.008055717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.414795,"threshold_uncertainty_score":0.9994689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594396430800628,"score_gpt":0.3914451712458846,"score_spread":0.2320055281658219,"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."}}