{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04378314,0.001110258,0.003664818,0.006000753,0.01066936,0.01599069,0.005567102,0.01848178,0.1805524],"category_scores_gemma":[0.3231014,0.00166615,0.001974452,0.002493112,0.005514206,0.008811201,0.007739273,0.01053338,0.1158677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004658229,"about_ca_system_score_gemma":0.02513653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003370289,"about_ca_topic_score_gemma":0.009986393,"domain_scores_codex":[0.9198737,0.02002217,0.007353601,0.004675787,0.04154939,0.006525226],"domain_scores_gemma":[0.4067558,0.02986378,0.01339782,0.03109686,0.4751302,0.04375559],"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":[0.00005237936,0.00002782719,0.0004437923,0.0007070448,0.00002761762,0.0001464923,0.0001738505,0.00001455953,0.0002307447,0.0009325657,0.9797959,0.01744728],"study_design_scores_gemma":[0.00008921044,0.00004228446,0.002824127,0.001955815,0.00005983996,0.0003282956,0.001446222,0.0002571966,0.0005132027,0.003195786,0.9891899,0.0000982744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002279656,0.004637097,0.001664943,0.3865145,0.5285797,0.001337845,0.001200738,0.0008268179,0.07295869],"genre_scores_gemma":[0.04452811,0.01123604,0.009421976,0.1963416,0.2827101,0.002337129,0.003341442,0.002063676,0.44802],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1805524,"threshold_uncertainty_score":0.604008,"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."}}