{"id":"W4247060124","doi":"10.1093/pch/14.10.649","title":"Promises, promises…","year":2009,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001032899,0.0001472384,0.0002622107,0.0001098538,0.001492275,0.00008801291,0.0002237111,0.0000802387,0.00007026378],"category_scores_gemma":[0.0003998493,0.0001348132,0.00009276695,0.000572018,0.00008228531,0.0002082181,0.00002813671,0.0002192847,0.0001297713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344104,"about_ca_system_score_gemma":0.000710852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009160516,"about_ca_topic_score_gemma":0.0009214547,"domain_scores_codex":[0.997968,0.0001895997,0.0003137993,0.0002692713,0.0004949711,0.0007643481],"domain_scores_gemma":[0.9989935,0.00009186902,0.0001686115,0.0002048385,0.00007508699,0.0004660837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009006385,0.001086482,0.1329689,0.0001481342,0.00004452145,0.00001649576,0.1757893,0.00000829869,0.000002751393,0.1019409,0.2018216,0.3860826],"study_design_scores_gemma":[0.001257797,0.0006352338,0.4159667,0.00005209456,0.00003017625,0.000003391542,0.005298171,0.000004474415,0.000005089239,0.01082642,0.5654159,0.0005046145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1401516,0.02299899,0.0001926514,0.2427381,0.0011427,0.002354751,0.00004363275,0.0007116757,0.589666],"genre_scores_gemma":[0.980669,0.005763918,0.0004759725,0.0103893,0.001797723,0.00001003299,0.000008378293,0.000010862,0.0008747663],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8405175,"threshold_uncertainty_score":0.9998077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473246035778515,"score_gpt":0.3261364360595239,"score_spread":0.3014039757017387,"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."}}