{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004440057,0.0007582981,0.001248901,0.003669042,0.005075831,0.006996663,0.001847898,0.003209618,0.6396915],"category_scores_gemma":[0.02346715,0.0008267676,0.001086469,0.001720455,0.001081997,0.003288383,0.004678861,0.003064562,0.5113799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119002,"about_ca_system_score_gemma":0.008293406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003922537,"about_ca_topic_score_gemma":0.01840065,"domain_scores_codex":[0.9958163,0.0006118869,0.0002655773,0.0004297517,0.001996681,0.0008798122],"domain_scores_gemma":[0.9463795,0.00181917,0.001322526,0.004781164,0.02786588,0.01783172],"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":[0.00004155216,0.0000273732,0.0002419385,0.00008064981,0.000003841435,0.00003744382,0.00003396914,0.00001620485,0.0001353129,0.0003606518,0.9862388,0.01278228],"study_design_scores_gemma":[0.00003071119,0.00003308852,0.002407576,0.0000554399,0.000004447877,0.00005542024,0.0003117013,0.00009344477,0.0001363214,0.0005648249,0.9962896,0.00001754098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006963857,0.0008596428,0.001455352,0.04014714,0.1407537,0.002184872,0.01208552,0.002219576,0.7933303],"genre_scores_gemma":[0.007500242,0.0004067906,0.0008019411,0.001946616,0.006845848,0.0004149606,0.004287382,0.0008839171,0.9769123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6396915,"threshold_uncertainty_score":0.5139364,"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."}}