{"id":"W4391909028","doi":"10.47941/jcomm.1688","title":"The Influence of Environmental Reporting on Policy Making","year":2024,"lang":"en","type":"article","venue":"Journal of Communication","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Environmental policy; Policy making; Environmental reporting; Environmental planning; Business; Political science; Environmental resource management; Environmental science; Public administration; Accounting","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":[0.03255597,0.0004398962,0.0004115237,0.003272339,0.00243644,0.01067558,0.001227198,0.002037438,0.005510549],"category_scores_gemma":[0.1004826,0.0003459898,0.0008013441,0.00419202,0.005565072,0.005948139,0.00486265,0.003353364,0.0005850627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006499283,"about_ca_system_score_gemma":0.009758404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008273158,"about_ca_topic_score_gemma":0.005063715,"domain_scores_codex":[0.9573276,0.02975168,0.001761444,0.002126046,0.006271335,0.002761827],"domain_scores_gemma":[0.7747064,0.1784661,0.02933462,0.004340115,0.010967,0.002185745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005264155,0.0008359354,0.2272746,0.003264904,0.0006345297,0.002228164,0.03641997,0.01309869,0.002174285,0.4658816,0.01476393,0.232897],"study_design_scores_gemma":[0.0001844981,0.0006766132,0.2966824,0.007148985,0.0009230513,0.0008157086,0.08487774,0.01593704,0.0123189,0.2966582,0.2833375,0.0004393579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5188553,0.01062454,0.01104875,0.07169636,0.0008504952,0.0003164963,0.0006051598,0.0001296845,0.3858733],"genre_scores_gemma":[0.9937738,0.00223125,0.001006476,0.001212085,0.0001543517,0.00005747715,0.00005536914,0.00001831395,0.001490793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03255597,"threshold_uncertainty_score":0.1721745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03477113150810691,"score_gpt":0.401739264574794,"score_spread":0.3669681330666871,"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."}}