{"id":"W7116280116","doi":"10.14288/cl.vi261.201550","title":"[our son asks]","year":2025,"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":"University of British Columbia","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001256964,0.001045411,0.0006314047,0.001385282,0.01901569,0.006770354,0.001468798,0.002460685,0.1693375],"category_scores_gemma":[0.007826149,0.0005137512,0.0004646697,0.001630399,0.004860765,0.004277833,0.003503111,0.005740901,0.07880767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01077752,"about_ca_system_score_gemma":0.01893278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7421421,"about_ca_topic_score_gemma":0.8814478,"domain_scores_codex":[0.9988261,0.0001613879,0.00002873251,0.0001065016,0.0005019302,0.0003754814],"domain_scores_gemma":[0.9974394,0.0001661132,0.00009260626,0.00008610493,0.001573394,0.0006423783],"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":[0.000006701328,0.000003248044,0.0001047135,0.00002254835,0.00000140238,0.00008935403,0.002263786,0.000004911323,0.00004372846,0.003419019,0.9890375,0.00500309],"study_design_scores_gemma":[0.000002335377,0.000002627489,0.0003224557,0.00005074806,0.000001614253,0.00008500631,0.00621883,0.000007190354,0.00003862163,0.0004194019,0.9928365,0.00001460789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002928471,0.006389239,0.00130257,0.1398286,0.02952842,0.0002428415,0.002661182,0.001243954,0.8158748],"genre_scores_gemma":[0.02037624,0.002325752,0.0008239712,0.02559253,0.001921211,0.00006897975,0.0005310798,0.0006236809,0.9477366],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8306625,"threshold_uncertainty_score":0.5664904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05138706816934053,"score_gpt":0.3918363505572183,"score_spread":0.3404492823878777,"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."}}