{"id":"W6910285765","doi":"10.4224/23000003","title":"A star for each season","year":2016,"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":[],"consensus_categories":[],"category_scores_codex":[0.000223709,0.00003814472,0.000060237,0.00001263519,0.0002468502,0.00001918309,0.00007237463,0.00002458313,0.0003304471],"category_scores_gemma":[0.0002787243,0.00002385155,0.00003872534,0.00004282756,0.00009340909,0.00009923039,0.00001387,0.0000119704,0.0001106885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002043201,"about_ca_system_score_gemma":0.00005074658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004500854,"about_ca_topic_score_gemma":0.0004476393,"domain_scores_codex":[0.999499,0.00003021231,0.00004885925,0.00008131973,0.0001252549,0.0002153015],"domain_scores_gemma":[0.9996476,0.0001604707,0.00001752396,0.00006583773,0.00004076244,0.00006777273],"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":[0.0001331354,0.0001213033,0.05421779,0.00002453273,0.00007189387,0.000002619867,0.07432826,5.158895e-8,0.01732925,0.2086812,0.2341172,0.4109727],"study_design_scores_gemma":[0.0005435248,0.0000830648,0.009440942,0.00002211548,0.000009987994,1.085161e-7,0.004436628,0.000001419268,0.0004480628,0.05285843,0.9320444,0.0001112884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6474428,0.00006935529,0.0009572078,0.01923524,0.000208628,0.0002417041,0.00002435931,0.00007733748,0.3317433],"genre_scores_gemma":[0.9867585,0.00003853183,0.0006970022,0.0002683316,0.0002367943,0.00001866202,3.107191e-7,0.000003812828,0.01197803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6979272,"threshold_uncertainty_score":0.3618164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04327482056017695,"score_gpt":0.330551380928596,"score_spread":0.287276560368419,"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."}}