{"id":"W7029873077","doi":"","title":"347 - Live with Dr. Steven Pelech","year":2023,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Generosity; Kindness; Corporation; Mainstream; Coronavirus disease 2019 (COVID-19); Health care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Confidentiality; 2019-20 coronavirus outbreak","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":[0.0009557424,0.0008366411,0.0005265474,0.000720019,0.002540814,0.003735669,0.0008858867,0.003164208,0.6480614],"category_scores_gemma":[0.007693678,0.0004174538,0.0004262835,0.000428747,0.0005781469,0.002754336,0.003139772,0.004316343,0.5260459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002763,"about_ca_system_score_gemma":0.00194685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004013189,"about_ca_topic_score_gemma":0.008578232,"domain_scores_codex":[0.9990471,0.000183793,0.00003579928,0.0001927722,0.0003837169,0.0001567279],"domain_scores_gemma":[0.996237,0.0004874836,0.0001455937,0.0001474194,0.001211781,0.001770537],"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":[0.00001015577,0.000007634434,0.00004508711,0.00001579605,5.537538e-7,0.00003852707,0.00004489253,0.000005300234,0.00005251533,0.0003403392,0.9883091,0.01112998],"study_design_scores_gemma":[0.000003762594,0.00000920298,0.0001034105,0.00003399715,9.776926e-7,0.0001755867,0.0001652386,0.00002388396,0.00005268063,0.0002328394,0.9991938,0.000004659366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001538959,0.008030666,0.00339096,0.1109908,0.03406386,0.0002257355,0.002333012,0.005786322,0.8336397],"genre_scores_gemma":[0.005278141,0.002286552,0.0008854088,0.02834279,0.003455302,0.0001195275,0.0006847552,0.0009911972,0.9579563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6480614,"threshold_uncertainty_score":0.5019977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009803526777215145,"score_gpt":0.2216383987581709,"score_spread":0.2118348719809558,"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."}}