{"id":"W6906596486","doi":"10.17605/osf.io/wjc84","title":"Loneliness and Interactive Online Experiences","year":2021,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Feeling; Social distance; Pandemic; Population; Conversation; Distancing; Social isolation","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007995212,0.0004282565,0.0006352477,0.0004728263,0.0002968369,0.002015994,0.004700843,0.0003530766,0.01966682],"category_scores_gemma":[0.002329027,0.0003644007,0.00004587331,0.002926812,0.002851342,0.000662405,0.003864872,0.000750956,0.0006267658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265266,"about_ca_system_score_gemma":0.00085633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009310113,"about_ca_topic_score_gemma":0.0005744587,"domain_scores_codex":[0.996362,0.0001057278,0.0002939196,0.00165443,0.0009742219,0.0006096421],"domain_scores_gemma":[0.9974772,0.0001958409,0.0004293951,0.001361217,0.0002122172,0.0003240965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001534825,0.001320842,0.002160674,0.0001524944,0.0001743702,0.0004357154,0.04497471,0.00001020567,0.003047928,0.008236984,0.8626201,0.07671256],"study_design_scores_gemma":[0.000265891,0.00007225535,0.0005738101,0.00546116,0.00002919952,0.00005877883,0.03965403,0.0001664004,0.0006946272,0.0009369347,0.9509537,0.001133161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01289109,0.004776072,0.002550177,0.0006101552,0.005169763,0.001919395,0.0003788908,0.0003040805,0.9714004],"genre_scores_gemma":[0.02982506,0.0002717907,0.1434025,0.001104064,0.001300541,0.0003312739,0.0001034131,0.001037096,0.8226243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1487761,"threshold_uncertainty_score":0.9998808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354970103629696,"score_gpt":0.4141684757700186,"score_spread":0.3706187747337216,"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."}}