{"id":"W3000392486","doi":"10.26452/ijrps.v11i1.1842","title":"Sustainability Reporting Pattern in Pharmaceutical Sector : A Study of Top 10 Economies across the Globe","year":2020,"lang":"en","type":"article","venue":"International Journal of Research in Pharmaceutical Sciences","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Business; Globe; Sustainability reporting; Accounting; Accountability; Transparency (behavior); Mainstream; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005487619,0.00008729554,0.0001851706,0.00004858735,0.00006642795,0.00007980701,0.001172246,0.00003536145,0.001021087],"category_scores_gemma":[0.002671102,0.00006002551,0.00006512355,0.0006368142,0.0008140583,0.0002891174,0.0006059221,0.0007463627,0.000005359126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004150637,"about_ca_system_score_gemma":0.00008362321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001700973,"about_ca_topic_score_gemma":0.00003921408,"domain_scores_codex":[0.99692,0.0001703176,0.0009573081,0.0002505413,0.001306492,0.0003953315],"domain_scores_gemma":[0.998672,0.0006788497,0.0002560048,0.0000776448,0.0001188918,0.0001966044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003810082,0.000842703,0.9153855,0.0000585384,0.00003472443,0.000506504,0.004514969,0.02264205,0.02242893,0.00002271073,0.000236444,0.03294592],"study_design_scores_gemma":[0.009249387,0.001745068,0.2624049,0.0003856742,0.00003060802,0.0004180844,0.06428128,0.2833363,0.339628,0.004304298,0.03339393,0.0008224278],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846346,0.00005258682,0.00003348609,0.014277,0.00008111401,0.0001495973,0.000002049947,0.000003899368,0.0007656339],"genre_scores_gemma":[0.9996325,0.00002303983,0.00003021343,0.0001421247,0.0001520729,0.000006248288,1.471487e-7,0.000003233933,0.00001035267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6529806,"threshold_uncertainty_score":0.9998921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1589387161839965,"score_gpt":0.4982110390527967,"score_spread":0.3392723228688003,"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."}}