{"id":"W4237346521","doi":"10.7312/okec18308-002","title":"ACKNOWLEDGMENTS","year":2019,"lang":"en","type":"book-chapter","venue":"Columbia University Press eBooks","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; University of Southern California; American Association of University Women","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001261641,0.0001715675,0.0003092148,0.00005837614,0.0006920916,0.0001441326,0.0004596751,0.0003366275,0.0005818287],"category_scores_gemma":[0.00002069798,0.0002724653,0.0001783706,0.000006945498,0.0004292916,0.0001065271,0.0003212192,0.0002418506,0.0003101174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918477,"about_ca_system_score_gemma":0.0003619996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005878658,"about_ca_topic_score_gemma":0.0280911,"domain_scores_codex":[0.9988343,0.00005324751,0.0001109417,0.0003234125,0.0003569208,0.0003211782],"domain_scores_gemma":[0.999115,0.00008036157,0.0001430169,0.0003247625,0.000165414,0.0001714815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004690398,0.00002560373,0.0003328565,0.00008648651,0.0003706215,0.00008642906,0.01325234,3.69944e-7,0.00000195732,0.7289676,0.2437878,0.01304107],"study_design_scores_gemma":[0.0003124718,0.00003398838,0.00009737787,0.0001087899,0.0001157373,2.407868e-7,0.000755089,3.189031e-7,8.957501e-7,0.0008023073,0.9974836,0.0002891936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002502261,0.0001423555,0.000004839678,0.0000249035,0.0005380303,0.0004557832,0.00007635876,0.0001122105,0.9983953],"genre_scores_gemma":[0.003294158,0.0002343152,0.00001645581,0.00007351878,0.0001878568,2.672678e-7,0.000007954095,0.00002214937,0.9961633],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7536958,"threshold_uncertainty_score":0.9999728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04410934646065993,"score_gpt":0.2483820585263914,"score_spread":0.2042727120657315,"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."}}