{"id":"W4390012475","doi":"10.1111/capa.12482","title":"Issue Information ‐ IPAC","year":2023,"lang":"en","type":"paratext","venue":"Canadian Public Administration","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; Library science; World Wide Web; Data 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003705745,0.0002944334,0.0002270378,0.0003075303,0.000388951,0.0003152291,0.0003536349,0.0005034849,0.1298268],"category_scores_gemma":[0.00008251983,0.000319124,0.00007023421,0.0004020884,0.0001215885,0.001345171,0.00004877241,0.0003627442,0.4943672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00208023,"about_ca_system_score_gemma":0.001483681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01298312,"about_ca_topic_score_gemma":0.2375796,"domain_scores_codex":[0.9978264,0.0000528827,0.0004422608,0.0002893037,0.0004799891,0.0009091481],"domain_scores_gemma":[0.9980027,0.0000241418,0.0002504622,0.0003935956,0.00001181095,0.001317263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000268812,0.000008349983,0.0002890083,0.00002339709,0.000007636951,0.000003755195,0.00006894331,0.000002183314,0.000002942379,0.0002773061,0.9951233,0.004190538],"study_design_scores_gemma":[0.0001145098,0.0001066247,0.005730351,0.00001252571,0.000008646869,0.000005702247,0.00007312855,0.00003730044,0.0000158847,0.00003409312,0.9935359,0.0003253031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00273775,0.00003644777,0.0001124501,0.06545078,0.004631135,0.0007641478,0.0007362671,0.0000891981,0.9254418],"genre_scores_gemma":[0.3986212,0.0002005818,0.0001160669,0.003776463,0.0008590195,0.00009385646,0.01059644,0.00006436172,0.585672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3958835,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959199872152477,"score_gpt":0.2628291541569413,"score_spread":0.2432371554354165,"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."}}