{"id":"W4200188092","doi":"10.1108/hcs-08-2021-0023","title":"The impact of COVID-19 on research within the homeless services sector","year":2021,"lang":"en","type":"article","venue":"Housing Care and Support","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; University of New Brunswick; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Data collection; Pandemic; Coronavirus disease 2019 (COVID-19); Work (physics); Originality; Public relations; Psychosocial; Scale (ratio); Distancing; Business; Political science; Psychology; Sociology; Medicine; Qualitative research; Geography; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001396039,0.0001014942,0.0002968297,0.0000419477,0.002585494,0.0000545557,0.0001783761,0.0001336181,0.0001660655],"category_scores_gemma":[0.0001635057,0.00005117698,0.00007945884,0.0002813406,0.0001781129,0.0000433587,0.0001402314,0.0005222741,0.00001499816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554011,"about_ca_system_score_gemma":0.001869989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00797735,"about_ca_topic_score_gemma":0.02662343,"domain_scores_codex":[0.9978297,0.0009653452,0.0002714044,0.0001890033,0.0003670305,0.0003775578],"domain_scores_gemma":[0.9977424,0.00117695,0.0001076674,0.0003448743,0.000484284,0.0001438928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000154232,0.00005055772,0.3252888,0.001201959,0.0001010034,0.00009442913,0.6616299,0.00004104896,0.0002832538,0.004046375,0.000951002,0.006157507],"study_design_scores_gemma":[0.0003554566,0.0001841491,0.03358686,0.0001581733,0.0000149958,7.007311e-7,0.9570159,0.0000226154,0.0002301803,0.0008188823,0.007510955,0.0001011769],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910095,0.001280688,0.000002837623,0.0005009177,0.0002723046,0.0002558263,0.00004704925,0.00002651021,0.006604396],"genre_scores_gemma":[0.9986647,0.0004394251,0.00000580276,0.0001724382,0.000227243,0.00002568424,0.00002401056,0.00002008025,0.000420627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.295386,"threshold_uncertainty_score":0.998713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1236417543846988,"score_gpt":0.5049357009785778,"score_spread":0.3812939465938789,"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."}}