{"id":"W4285801709","doi":"10.5281/zenodo.6857784","title":"Perspectives and experiences of Covid-19: Two Irish studies of families in disadvantaged communities","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Irish; Coronavirus disease 2019 (COVID-19); Disadvantaged; 2019-20 coronavirus outbreak; Sociology; Geography; Economic growth; Virology; Medicine; Linguistics; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.009661768,0.0007209301,0.001395537,0.002308578,0.02090142,0.006518526,0.001930246,0.00205093,0.005051246],"category_scores_gemma":[0.009188621,0.0008595363,0.0006436163,0.003715061,0.01000049,0.004360214,0.01999447,0.005565798,0.0004295807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01092753,"about_ca_system_score_gemma":0.01268145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1651659,"about_ca_topic_score_gemma":0.2899531,"domain_scores_codex":[0.9918676,0.004616267,0.0002551439,0.0004152745,0.0006311762,0.002214569],"domain_scores_gemma":[0.9926804,0.002187348,0.0008004654,0.0003752404,0.001261104,0.00269541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001002807,0.00005184215,0.006807114,0.00009137572,0.000009340441,0.0009005409,0.986482,0.000008996933,0.0002626221,0.0005533585,0.001413237,0.003319336],"study_design_scores_gemma":[0.000005292015,0.00003202396,0.004905674,0.0001072846,0.000004193208,0.0002014068,0.9886057,0.000005216562,0.00005481928,0.00008122289,0.005981874,0.00001524979],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794821,0.002254511,0.0002561652,0.005001815,0.000184252,0.000131355,0.0003672187,0.000007870653,0.01231468],"genre_scores_gemma":[0.9883206,0.002724127,0.0003918348,0.002193817,0.00007208536,0.0003462375,0.0002909826,0.00003999944,0.005620265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1651659,"threshold_uncertainty_score":0.3284091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278354876356634,"score_gpt":0.4104324676774007,"score_spread":0.2825969800417373,"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."}}