{"id":"W3103073340","doi":"10.1177/1473325020973296","title":"A reflection on living through COVID-19 as a social work professor","year":2020,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Social work; Sketch; Coronavirus disease 2019 (COVID-19); Work (physics); Sociology; Portrait; Pandemic; Social justice; Reflection (computer programming); 2019-20 coronavirus outbreak; Criminology; Political science; Visual arts; Medicine; Law; Art; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001713182,0.000347675,0.0009037604,0.00005688485,0.008956427,0.00004446243,0.0002621365,0.0006488747,0.002226302],"category_scores_gemma":[0.004337905,0.000342529,0.0002743141,0.002660465,0.0002860558,0.0002004757,0.0001487906,0.001473709,0.002275844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000773258,"about_ca_system_score_gemma":0.0006840199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004391125,"about_ca_topic_score_gemma":0.000314202,"domain_scores_codex":[0.9897317,0.007447241,0.0007408408,0.0005844371,0.0006455887,0.000850161],"domain_scores_gemma":[0.994686,0.004061081,0.0005569434,0.0001211355,0.0002645794,0.000310242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005674684,0.00009933041,0.001420572,0.0002179402,0.00009563904,0.000006652801,0.8523383,8.092501e-7,0.00001186998,0.1289999,0.01528014,0.0009613953],"study_design_scores_gemma":[0.0007166213,0.0001935016,0.003342768,0.0002076745,0.00004178239,1.303716e-8,0.8906889,4.79948e-7,0.000004957079,0.03174868,0.07264857,0.0004060546],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7433477,0.0002310439,0.002186537,0.1878356,0.001845296,0.002351727,0.00007532829,0.0009807672,0.06114598],"genre_scores_gemma":[0.9758453,0.0000136067,0.0002553244,0.01429565,0.004110408,0.0005845536,0.00003276853,0.00008542713,0.004776939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2324976,"threshold_uncertainty_score":0.9999027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3642237598192093,"score_gpt":0.5886776896818594,"score_spread":0.2244539298626501,"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."}}