{"id":"W4388759617","doi":"10.36591/se-d-4604-07","title":"Freedom of Information Requests and Peer Review Reports","year":2023,"lang":"en","type":"article","venue":"Science Editor","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Freedom of information; Confidentiality; Transparency (behavior); Internet privacy; Accountability; Government (linguistics); Misconduct; Public relations; Academic freedom; Context (archaeology); Institution; Political science; Intellectual property; Anonymity; Business; Law; Computer science; Higher education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3992095,0.00230858,0.004770389,0.009668581,0.01763291,0.05346879,0.01625452,0.0569835,0.03615066],"category_scores_gemma":[0.7645796,0.003275532,0.003869349,0.0111959,0.03331992,0.02692454,0.01936916,0.03844815,0.03418588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01642536,"about_ca_system_score_gemma":0.09299408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007530665,"about_ca_topic_score_gemma":0.008553836,"domain_scores_codex":[0.3675184,0.278075,0.07628699,0.03396469,0.226497,0.0176579],"domain_scores_gemma":[0.1416439,0.5115756,0.04410315,0.1019758,0.1830874,0.01761416],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007347266,0.00005722253,0.0002850241,0.001651773,0.00004886881,0.0003525853,0.002822514,0.0002574333,0.0002004554,0.2437588,0.7079625,0.04252931],"study_design_scores_gemma":[0.00003010135,0.00002477066,0.0002333574,0.001285751,0.00001204769,0.0001081312,0.0004858524,0.0002403791,0.0001513138,0.02858469,0.9687635,0.00008011975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001241941,0.02105309,0.03207963,0.4976628,0.1701814,0.005109068,0.001304506,0.001940133,0.2694274],"genre_scores_gemma":[0.06328611,0.02853788,0.04875878,0.3553783,0.1973133,0.01450907,0.002379416,0.00293787,0.2868993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9465312,"threshold_uncertainty_score":0.7408817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639162784831527,"score_gpt":0.4145758166783184,"score_spread":0.3781841888300031,"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."}}