{"id":"W4322615458","doi":"10.29173/wclawr95","title":"Announcement: 2022 Student Award Winner","year":2023,"lang":"en","type":"article","venue":"The Wrongful Conviction Law Review","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Economics; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008174947,0.001695688,0.001932716,0.002111459,0.005363309,0.009822516,0.00338026,0.03837466,0.1144008],"category_scores_gemma":[0.01847078,0.0008602852,0.00168517,0.0009645094,0.001456956,0.00276312,0.004785674,0.01143538,0.08290416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003802209,"about_ca_system_score_gemma":0.01272443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009878227,"about_ca_topic_score_gemma":0.04551997,"domain_scores_codex":[0.9942746,0.0004436582,0.0002656303,0.000586602,0.002793008,0.001636569],"domain_scores_gemma":[0.987086,0.001501262,0.000397413,0.000447008,0.004487847,0.006080636],"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":[0.00003150682,0.00003467496,0.0001353591,0.00001954345,0.0000050329,0.00006147698,0.000006999896,0.00001128033,0.00004906742,0.0003735911,0.9971168,0.00215464],"study_design_scores_gemma":[0.0001912289,0.0001746401,0.005039801,0.000151999,0.00003233097,0.0001284902,0.0002696495,0.0003353654,0.0002430107,0.001855738,0.9915133,0.000064468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003847229,0.003842568,0.0006817796,0.4804224,0.3914998,0.001148143,0.003367169,0.000729751,0.1144612],"genre_scores_gemma":[0.0101204,0.001374924,0.0003637318,0.1585825,0.06062157,0.0006678354,0.001423575,0.0002582586,0.7665872],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1144008,"threshold_uncertainty_score":0.3827086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05168725775692688,"score_gpt":0.3799354494024754,"score_spread":0.3282481916455485,"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."}}