{"id":"W6891631647","doi":"10.4224/23002186","title":"Why put it there?","year":2017,"lang":"en","type":"article","venue":"NPARC","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002154795,0.00004540553,0.00007014753,0.00001055388,0.001519163,0.00020421,0.0002710279,0.00003151135,0.001168415],"category_scores_gemma":[0.0002953869,0.00003741851,0.00003704832,0.00001779687,0.0002608616,0.0002056434,0.0000602426,0.00004131036,0.000291757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009668752,"about_ca_system_score_gemma":0.0000347594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00110963,"about_ca_topic_score_gemma":0.006184558,"domain_scores_codex":[0.9994539,0.00003411854,0.00005258986,0.00008399905,0.000174174,0.0002012076],"domain_scores_gemma":[0.9995856,0.00003827111,0.00004533707,0.0002308496,0.00002994806,0.00007002494],"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":[0.0000131158,0.00005761558,0.0604081,0.000007086036,0.00004078791,0.00001494712,0.06472518,2.369521e-7,0.0004404872,0.06217799,0.7615104,0.0506041],"study_design_scores_gemma":[0.0001306669,0.00001652192,0.03699425,0.00001056047,0.000006240903,1.760561e-7,0.005826253,0.000001149609,0.0001018603,0.02594308,0.9308878,0.00008145475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1450607,0.00003406323,0.00001712027,0.04219268,0.0001906323,0.00004575367,0.000001586397,0.00002477764,0.8124326],"genre_scores_gemma":[0.9843245,0.00008106793,0.0001039331,0.002370154,0.0002933168,0.000003359441,1.848596e-7,0.000003430847,0.01282009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8392637,"threshold_uncertainty_score":0.9997807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06261809217310324,"score_gpt":0.3545470324352504,"score_spread":0.2919289402621472,"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."}}