{"id":"W7139430458","doi":"","title":"Closing Plenary","year":2022,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Closing (real estate); Honor; Biodiversity; Summit; Frontier; George (robot); CONTEST; Club; Associate editor","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004702492,0.0001992509,0.0002525498,0.0003298124,0.002865822,0.0001565453,0.0007388721,0.00006805401,0.0003466922],"category_scores_gemma":[0.00003697818,0.0002457049,0.0001485316,0.000646282,0.0002505653,0.0007587115,0.0007607918,0.0003436806,0.0001171925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003758752,"about_ca_system_score_gemma":0.0002123267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256044,"about_ca_topic_score_gemma":0.004230214,"domain_scores_codex":[0.997614,0.0005169351,0.0001809306,0.000399503,0.0006698328,0.0006187581],"domain_scores_gemma":[0.9991029,0.0001568122,0.0001496159,0.0002973056,0.00005721103,0.0002361584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001815562,0.0002639034,0.8685631,0.00003163981,0.0001226815,0.0005371991,0.116242,0.0001672454,0.0002033383,0.006556997,0.001514251,0.005616037],"study_design_scores_gemma":[0.0007852772,0.0001758336,0.03009777,0.0000276102,0.0000597284,0.00001039846,0.07952929,0.000003017117,0.00004282252,0.0001485715,0.8886742,0.0004454634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9104726,0.0001039562,0.0001328242,0.002008515,0.0005604033,0.0002251453,0.00004046498,0.0002773099,0.08617876],"genre_scores_gemma":[0.9638435,0.00006507866,0.00004242238,0.0007812233,0.0002060365,0.000001545568,0.00001355437,0.00002559859,0.03502105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8871599,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03520853324370193,"score_gpt":0.27489957457786,"score_spread":0.2396910413341581,"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."}}