{"id":"W7069854796","doi":"","title":"User Guide","year":2019,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Social isolation; Isolation (microbiology); Resource (disambiguation); Immigration; Information resource","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":[0.005657046,0.001978641,0.001759677,0.005062623,0.001752409,0.005702816,0.004525043,0.002256954,0.6267632],"category_scores_gemma":[0.02998701,0.00144453,0.001630615,0.00454832,0.0005880301,0.006054706,0.004860159,0.002661294,0.5476956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880233,"about_ca_system_score_gemma":0.003666318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01290785,"about_ca_topic_score_gemma":0.01585104,"domain_scores_codex":[0.9966584,0.0007625028,0.0003753065,0.0004388476,0.00145608,0.0003088358],"domain_scores_gemma":[0.9843449,0.00430917,0.0003156425,0.002563264,0.007552075,0.0009149801],"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":[0.0001086385,0.00005745275,0.0002968512,0.0003330029,0.000006455629,0.00005054945,0.0002249613,0.0001019177,0.0002034347,0.001324544,0.925047,0.07224519],"study_design_scores_gemma":[0.00004184607,0.00002265831,0.0004665657,0.0002338292,0.000008787411,0.00008266302,0.0001816369,0.0002587044,0.0003076648,0.00135957,0.9969991,0.00003688713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002774381,0.001442578,0.07686903,0.003378829,0.002067673,0.004241308,0.260552,0.222553,0.4261212],"genre_scores_gemma":[0.008956783,0.001789118,0.1097541,0.003957102,0.0004171507,0.008973918,0.2832913,0.06730718,0.5155535],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6267632,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241146600391395,"score_gpt":0.1872687874945544,"score_spread":0.1748573214906405,"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."}}