{"id":"W7116375371","doi":"10.14288/cl.vi261.199986","title":"Paper","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002326659,0.0005848358,0.0005271193,0.002036725,0.005778211,0.008876819,0.001745553,0.002329438,0.5807976],"category_scores_gemma":[0.01587175,0.0003322842,0.0007200934,0.002040025,0.001259235,0.003124911,0.0025465,0.002772098,0.3444699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01108554,"about_ca_system_score_gemma":0.01911875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1076045,"about_ca_topic_score_gemma":0.1787417,"domain_scores_codex":[0.997267,0.0002131889,0.0001065189,0.0004121261,0.001598024,0.000403175],"domain_scores_gemma":[0.989471,0.0005575205,0.000179265,0.0009204056,0.007323719,0.001548093],"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":[0.000009524181,0.000006140051,0.00009018781,0.0000424729,0.000001680599,0.00002978807,0.00008636489,0.00001170236,0.00004178923,0.006037855,0.9790076,0.01463491],"study_design_scores_gemma":[0.000002919446,0.000001990174,0.0001734237,0.00006934565,0.000001011062,0.00002356983,0.0001626835,0.000006528803,0.00005266158,0.0009132345,0.9985889,0.000003687957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009282594,0.003220267,0.001409682,0.05685271,0.05731926,0.0004311901,0.01338462,0.0008626858,0.8655913],"genre_scores_gemma":[0.00480342,0.00157395,0.0009168655,0.006018525,0.002416365,0.000105875,0.003314266,0.0004416083,0.9804091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4192024,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0429670638899711,"score_gpt":0.3645269933497167,"score_spread":0.3215599294597456,"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."}}