{"id":"W7034354426","doi":"","title":"Tip Sheet - Staying Socially Connected (Punjabi)","year":2019,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social isolation; Isolation (microbiology); Variety (cybernetics); Immigration; Resource (disambiguation)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001016833,0.000360511,0.0004278851,0.0002033629,0.003855654,0.0002895143,0.0005598541,0.0002792682,0.004290779],"category_scores_gemma":[0.0006203254,0.0003848918,0.0002148792,0.001193371,0.0009435213,0.0006393835,0.0001253846,0.0004120068,0.0001646609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009085246,"about_ca_system_score_gemma":0.003019973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002768259,"about_ca_topic_score_gemma":0.002006451,"domain_scores_codex":[0.9963451,0.0004273112,0.0006900813,0.0006708935,0.001175628,0.000690984],"domain_scores_gemma":[0.997832,0.0003096727,0.000333761,0.0004371654,0.0008406088,0.000246796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000256421,0.0005788531,0.1010781,0.0001729287,0.0005278165,0.0001305298,0.05684044,0.001109758,0.00881601,0.7955356,0.03146055,0.003492967],"study_design_scores_gemma":[0.001018115,0.00009012817,0.03015907,0.0001177519,0.00004697362,0.00003238141,0.07041634,0.000120824,0.0004711673,0.0006462491,0.8961172,0.0007638704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5720981,0.0002451908,0.0002993433,0.001787356,0.003499643,0.000645317,0.00002439291,0.0003686898,0.421032],"genre_scores_gemma":[0.9252664,0.00002488259,0.0008665181,0.0009659911,0.001866824,0.00008889521,0.00003812046,0.00004162526,0.07084071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8646566,"threshold_uncertainty_score":0.9998603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01239640086914684,"score_gpt":0.2779456433156387,"score_spread":0.2655492424464919,"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."}}