{"id":"W3213428771","doi":"10.33137/juls.v15i1.37692","title":"COVID-19: A Viral Phenomenon - Organizer &amp; Speaker Interviews","year":2021,"lang":"en","type":"article","venue":"Journal of Undergraduate Life Sciences","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pride; Mentorship; Coronavirus disease 2019 (COVID-19); Phenomenon; Event (particle physics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Virology; Medicine; Medical education; Political science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02433053,0.0005803796,0.0006270052,0.002504871,0.01583357,0.006075489,0.001853493,0.002674164,0.01483691],"category_scores_gemma":[0.0398562,0.0006929335,0.0003585122,0.00214991,0.003967023,0.003524137,0.01026243,0.007239792,0.003952235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00834642,"about_ca_system_score_gemma":0.01171252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01593066,"about_ca_topic_score_gemma":0.02871577,"domain_scores_codex":[0.9881319,0.008108051,0.0003667486,0.0006826017,0.001001187,0.001709595],"domain_scores_gemma":[0.9677436,0.0174017,0.001474198,0.001420115,0.005545393,0.006414922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002171988,0.0003599314,0.004334665,0.0001797541,0.000004507255,0.0008237576,0.9325941,0.0001194372,0.002797251,0.006854648,0.03402646,0.01768836],"study_design_scores_gemma":[0.0000631156,0.0001909334,0.005897286,0.0001944425,0.000007046363,0.0001102317,0.8777689,0.0004652909,0.0008984864,0.002223215,0.1121302,0.00005076329],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8400449,0.0004748033,0.02161803,0.02774762,0.0032349,0.01759762,0.006827881,0.0005572978,0.08189692],"genre_scores_gemma":[0.8528913,0.0005289541,0.01818873,0.01108578,0.0008117097,0.03306498,0.002297941,0.0008761459,0.08025446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02433053,"threshold_uncertainty_score":0.1286737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1507118285978196,"score_gpt":0.4424072542631919,"score_spread":0.2916954256653723,"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."}}