{"id":"W6908308031","doi":"10.26181/25649175","title":"“Live a normal life”: Constructions of resilience among people in mixed HIV status relationships in Canada","year":2023,"lang":"en","type":"article","venue":"La Trobe University","topic":"Renaissance and Early Modern Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Socioeconomic status; Context (archaeology); Psychological resilience; Resilience (materials science); Human immunodeficiency virus (HIV); Qualitative research; Construct (python library)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007096586,0.00005633598,0.0001268485,0.0001483022,0.0002088475,0.000008927257,0.00007258488,0.00001933924,0.00009606125],"category_scores_gemma":[0.00005387008,0.00006209093,0.00002114183,0.0001684892,0.0001907476,0.0002127961,0.00004912517,0.0001394364,0.000009284402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421422,"about_ca_system_score_gemma":0.0003262042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8838612,"about_ca_topic_score_gemma":0.9987907,"domain_scores_codex":[0.999445,0.00007801001,0.0001032982,0.0001064724,0.0000923372,0.0001748878],"domain_scores_gemma":[0.9996036,0.0001967407,0.00004740857,0.00007883216,0.00003483405,0.00003863436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001901398,0.00001002962,0.949284,0.00001227948,0.000009048807,0.00002155291,0.02998007,0.001568431,0.000001750931,0.01744084,0.001617936,0.00003506748],"study_design_scores_gemma":[0.0002812848,0.000006249868,0.8564222,0.00002571843,0.000005853814,2.162652e-7,0.1402344,0.000380939,0.000001920618,0.0001101737,0.002471429,0.00005962545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775641,0.00002252109,0.000007254073,0.0001042311,0.00007669583,0.00006055915,0.00007092133,0.00001661965,0.02207708],"genre_scores_gemma":[0.9980836,0.00006886758,0.00001599267,0.000004338737,0.00001112478,5.812368e-7,0.000008991825,0.000002746676,0.001803773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149296,"threshold_uncertainty_score":0.2531995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025111050624326,"score_gpt":0.1718159382709865,"score_spread":0.1515648277647432,"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."}}