{"id":"W3213428771","doi":"10.33137/juls.v15i1.37692","title":"COVID-19: A Viral Phenomenon - Organizer & 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001949003,0.0001884873,0.000416633,0.0002655169,0.0003420998,0.00010028,0.0005382035,0.00007174058,0.003351698],"category_scores_gemma":[0.0008764946,0.0001424065,0.0001968804,0.0008938907,0.0003509828,0.0003238957,0.0001278625,0.0003418812,0.0003870799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004517864,"about_ca_system_score_gemma":0.004742107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002779416,"about_ca_topic_score_gemma":0.0005048678,"domain_scores_codex":[0.9971848,0.000469193,0.000840146,0.0003647956,0.000651415,0.0004896878],"domain_scores_gemma":[0.9976011,0.0003218194,0.0006244567,0.0002718746,0.0001540623,0.001026666],"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":[0.0009169604,0.003556382,0.05544906,0.0007050488,0.0007201187,0.00186877,0.04279618,0.000323008,0.01182381,0.1171455,0.7370306,0.0276646],"study_design_scores_gemma":[0.002092907,0.0008318914,0.002997797,0.000091209,0.00007120139,0.001098665,0.006258018,0.00001610344,0.0002074964,0.04675387,0.9392484,0.0003324393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5603851,0.01397633,0.01359372,0.3657416,0.01076261,0.0003801444,0.00002360195,0.00008152831,0.03505541],"genre_scores_gemma":[0.9482079,0.0008066438,0.001814796,0.04069973,0.0007248307,0.00000267738,0.000003044821,0.00001901624,0.007721326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3878229,"threshold_uncertainty_score":0.9975594,"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."}}