{"id":"W4385704079","doi":"10.1177/1476718x231186620","title":"<i>Please help us</i> : Canadian childcare providers’ calls for aid during the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of Early Childhood Research","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Thematic analysis; Pandemic; Workforce; Public relations; Public health; Health care; Qualitative research; Business; Psychology; Work (physics); Coronavirus disease 2019 (COVID-19); Nursing; Medicine; Political science; Sociology; Engineering","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007457514,0.0001771582,0.0005172521,0.0007360012,0.004412452,0.0001187493,0.0008332828,0.0003067494,0.000229603],"category_scores_gemma":[0.004245863,0.0001182035,0.0002500038,0.001119392,0.0001763284,0.0002621339,0.0001754107,0.002624506,0.0001753139],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008953655,"about_ca_system_score_gemma":0.008136106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1122846,"about_ca_topic_score_gemma":0.3052328,"domain_scores_codex":[0.9947298,0.001614708,0.0007819663,0.000257289,0.001099866,0.00151636],"domain_scores_gemma":[0.9947356,0.002147095,0.0002977417,0.0003545076,0.001037033,0.001428037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000189834,0.0000688306,0.8368394,0.0004111874,0.0001581199,0.000190828,0.1461233,0.00005942069,0.00014486,0.0003687993,0.0137369,0.001708498],"study_design_scores_gemma":[0.002529691,0.0002985398,0.8281592,0.0002837891,0.00002533727,0.00001107074,0.1008424,0.000006783318,0.0000171571,0.001990876,0.06564415,0.0001910712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981824,0.0006321539,0.00001024994,0.0146224,0.0005018198,0.001666115,0.0001719747,0.00004921449,0.0005221215],"genre_scores_gemma":[0.9946321,0.0006301735,0.00002207609,0.000842356,0.00212931,0.0001389619,0.00001323974,0.00006046153,0.001531356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1929482,"threshold_uncertainty_score":0.9996765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.167473183743485,"score_gpt":0.4786953329125907,"score_spread":0.3112221491691057,"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."}}