{"id":"W4248352015","doi":"10.1111/capa.12329","title":"Issue Information ‐ IPAC","year":2020,"lang":"en","type":"paratext","venue":"Canadian Public Administration","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Information retrieval; Library science; World Wide Web","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":[0.0001958187,0.0003034502,0.0002449902,0.0001591307,0.00032391,0.0003134742,0.0003633019,0.0004430021,0.1721358],"category_scores_gemma":[0.0000724913,0.0003296276,0.00007065739,0.0002822418,0.0001158457,0.001429234,0.00004618208,0.000412572,0.2691882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001763377,"about_ca_system_score_gemma":0.001642386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005992186,"about_ca_topic_score_gemma":0.08286954,"domain_scores_codex":[0.9980155,0.00005511372,0.000433388,0.0002991884,0.0004458704,0.0007509773],"domain_scores_gemma":[0.997566,0.00001420891,0.0002640263,0.0003147266,0.00001029544,0.001830721],"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":[0.000004693393,0.000009340238,0.000354877,0.00002649104,0.000007801348,0.000003787869,0.0001014307,0.000001172623,0.000006028171,0.000341894,0.994684,0.004458464],"study_design_scores_gemma":[0.0001305467,0.0001590841,0.002252629,0.000008405731,0.00001011931,0.000006779527,0.00006045936,0.00004696651,0.00003055964,0.00001965113,0.9969415,0.0003332812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001042245,0.00005446355,0.0002345968,0.1345441,0.002140719,0.0006681033,0.0005552798,0.00004110273,0.8607194],"genre_scores_gemma":[0.8194651,0.00015544,0.000288163,0.01358935,0.001073789,0.00006347943,0.00970953,0.00004847182,0.1556067],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8184229,"threshold_uncertainty_score":0.9999156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167370105586407,"score_gpt":0.2476620671465872,"score_spread":0.2309250565879465,"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."}}