{"id":"W3186357550","doi":"10.11575/prism/39033","title":"Sometimes Sad People Are Hard to Be Around: Fragility, Failure, and Resilience Through Clown","year":2021,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fragility; Resilience (materials science); Psychology; Forensic engineering; Engineering; Materials science; Physics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000201084,0.0002269441,0.0004151031,0.0003059364,0.0003812893,0.0001803107,0.0003434652,0.0002333902,0.001035034],"category_scores_gemma":[0.0001361272,0.0002818869,0.0001276936,0.0005474809,0.00005766598,0.001727897,0.000164604,0.000305194,0.00006662159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001826229,"about_ca_system_score_gemma":0.00006718477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006709176,"about_ca_topic_score_gemma":0.00647126,"domain_scores_codex":[0.9985964,0.00002802779,0.0001832211,0.0005203383,0.0004749217,0.0001970463],"domain_scores_gemma":[0.9988863,0.0000897167,0.000389937,0.0002765101,0.0003253693,0.00003219975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003339847,0.003488821,0.11627,0.01560478,0.002188397,0.0009774663,0.04391431,0.00002614986,0.00403262,0.1429815,0.2346711,0.432505],"study_design_scores_gemma":[0.001401049,0.00003168039,0.2612709,0.0004048747,0.0007548903,0.000003451602,0.02317366,0.00139344,0.0001757473,0.003323684,0.7072087,0.0008579001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.906767,0.0007625119,0.00648423,0.0106986,0.0005536685,0.000525773,0.000003305172,0.0001310284,0.0740739],"genre_scores_gemma":[0.78231,0.003314206,0.0767291,0.009250593,0.0005376555,0.00001160634,0.002824062,0.0001953177,0.1248274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4725375,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344790497953361,"score_gpt":0.2197944129049274,"score_spread":0.2063465079253938,"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."}}