{"id":"W7042240122","doi":"","title":"Online schooling as a predictor of loneliness: a cross cultural perspective","year":2022,"lang":"en","type":"other","venue":"NORMA","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Perspective (graphical); Residence; Computer-assisted web interviewing; Cross-cultural; Regression analysis; Online assessment; Cognition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002269535,0.0002706203,0.0005293526,0.001221795,0.0009865824,0.001586214,0.0003575766,0.0004900771,0.001999261],"category_scores_gemma":[0.004320497,0.0001850401,0.0008237962,0.001082853,0.0007506576,0.001179614,0.001442748,0.0006655304,0.000169084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003704915,"about_ca_system_score_gemma":0.000519682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089375,"about_ca_topic_score_gemma":0.0184029,"domain_scores_codex":[0.9987777,0.0006659047,0.00007763546,0.0001367786,0.0001630124,0.0001790102],"domain_scores_gemma":[0.9958773,0.00180963,0.000819933,0.0002155195,0.0004871498,0.0007904915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000522248,0.0000722008,0.991414,0.00005971801,0.0002424963,0.000132985,0.003806628,0.00004976439,0.0001371295,0.0001254028,0.000103038,0.003804399],"study_design_scores_gemma":[0.000001496429,0.0001218672,0.9925626,0.00006225375,0.0001078315,0.0001905188,0.006337344,0.0001798591,0.00003835302,0.00005568201,0.000334275,0.000007897651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973918,0.0007836695,0.00009428716,0.0002208147,0.00001939778,0.000009149992,0.00009323331,0.000001209197,0.001386444],"genre_scores_gemma":[0.9993318,0.0003657528,0.00007401718,0.00004176176,0.00001503729,0.000007537507,0.00004544502,0.000001068434,0.0001175718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01089375,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074293699519879,"score_gpt":0.4041545905807239,"score_spread":0.3734116535855251,"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."}}