{"id":"W4250891669","doi":"10.1093/bioinformatics/btn204","title":"<i>Editorial</i>","year":2008,"lang":"he","type":"article","venue":"Bioinformatics","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006668116,0.003096382,0.003175122,0.005545994,0.002304059,0.01049104,0.004074499,0.006045998,0.1229961],"category_scores_gemma":[0.03073481,0.0009294642,0.002712946,0.002476112,0.001891395,0.004369623,0.002217435,0.006906033,0.1348539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002406052,"about_ca_system_score_gemma":0.002960693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006408143,"about_ca_topic_score_gemma":0.001054503,"domain_scores_codex":[0.992777,0.0007103228,0.0008329881,0.0008489674,0.004423351,0.0004073988],"domain_scores_gemma":[0.9525332,0.005533344,0.002945648,0.002338075,0.0300292,0.006620462],"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":[0.00002213874,0.000006739505,0.00001682531,0.0002212866,0.000006195805,0.00004456311,0.000006266239,0.000008691626,0.000101574,0.00007189519,0.992361,0.007132893],"study_design_scores_gemma":[0.00002730453,0.00004398068,0.0002151146,0.0003076576,0.00001545445,0.0002065705,0.00003513508,0.0000494489,0.0002034168,0.0003022894,0.9985783,0.0000153663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005180716,0.002259579,0.0002050018,0.008987812,0.9820694,0.00008446562,0.0002027901,0.0002398307,0.005899357],"genre_scores_gemma":[0.00050324,0.003867982,0.0002524932,0.01090871,0.9543231,0.00009824694,0.0005399744,0.0002371976,0.02926906],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.8770038,"threshold_uncertainty_score":0.4114631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03853453417813308,"score_gpt":0.286133681234586,"score_spread":0.2475991470564529,"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."}}