{"id":"W4301765318","doi":"10.1111/bjd.14560","title":"BSID Annual Meeting, Dalhousie Building, University of Dundee, 4-6 April 2016","year":2016,"lang":"en","type":"article","venue":"British Journal of Dermatology","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Library science; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0003097364,0.00005283646,0.0002229628,0.00008791492,0.0002451022,0.00001858387,0.0003109494,0.0001188682,0.0005056359],"category_scores_gemma":[0.0004133447,0.00005564223,0.00007775103,0.0001396335,0.0003439662,0.0003147971,0.00004137406,0.0001028697,0.00001180331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003342286,"about_ca_system_score_gemma":0.0002804286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007296009,"about_ca_topic_score_gemma":0.001115515,"domain_scores_codex":[0.9989339,0.0002673659,0.0002638154,0.00008622037,0.000237931,0.0002108425],"domain_scores_gemma":[0.9988456,0.0001501894,0.000430237,0.00005125346,0.0003977136,0.0001250511],"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":[0.0001763333,0.0003527827,0.3306174,0.00004379654,0.0002813904,0.006505446,0.01532863,0.00001844436,0.002188058,0.01952223,0.5392506,0.08571491],"study_design_scores_gemma":[0.002859396,0.00008020656,0.04154428,0.0008154138,0.00008047764,0.007855938,0.008703903,0.00000669817,0.001184189,0.001593288,0.9349579,0.0003183766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165049,0.002471755,0.01498714,0.007856437,0.0009364461,0.0001150836,0.00005252065,0.00006319111,0.05701249],"genre_scores_gemma":[0.9956996,0.001203668,0.0008129934,0.00009698363,0.0001014604,3.548859e-8,3.223363e-7,0.000006208017,0.002078745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3957073,"threshold_uncertainty_score":0.5536358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009236799012500721,"score_gpt":0.2365342117791485,"score_spread":0.2272974127666477,"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."}}