{"id":"W6943934704","doi":"10.17605/osf.io/fmdyj","title":"Scripts & Data for Within- and Between-Person Associations between Social Interactions and Loneliness: Students’ Experiences during the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pandemic; Scripting language; Qualitative research; Ethnic group; Social relation; Data collection","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":[0.003087785,0.000667325,0.0005690042,0.002960004,0.001786632,0.002310789,0.0008534656,0.001047487,0.1629623],"category_scores_gemma":[0.0378444,0.000594873,0.0005643721,0.003204053,0.0009095138,0.001903855,0.002531134,0.002028303,0.05670734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008315821,"about_ca_system_score_gemma":0.003063895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083869,"about_ca_topic_score_gemma":0.01856473,"domain_scores_codex":[0.9978479,0.0006332325,0.0003524389,0.0003042661,0.0004621144,0.0003999922],"domain_scores_gemma":[0.9580441,0.02483472,0.003336593,0.005565094,0.005982384,0.002237162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001240723,0.000520032,0.0398206,0.001406719,0.00006281089,0.0003165792,0.009785357,0.0007822815,0.002546651,0.005462807,0.8706453,0.06741006],"study_design_scores_gemma":[0.000330213,0.0002750463,0.2522162,0.000769653,0.00004562237,0.0002929153,0.008230845,0.001480924,0.004749257,0.006643387,0.7246903,0.0002755853],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02081843,0.00003167662,0.002237666,0.0004462616,0.0001355556,0.001000904,0.9597741,0.00213131,0.01342409],"genre_scores_gemma":[0.1275449,0.000150258,0.03139888,0.0006561842,0.0001583987,0.0292959,0.7693629,0.005263487,0.03616909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1629623,"threshold_uncertainty_score":0.5451632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2482078218497452,"score_gpt":0.4775049491219673,"score_spread":0.2292971272722221,"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."}}