{"id":"W4312367732","doi":"10.5206/otpub.2022.54","title":"Social Isolation, Third Places, and Precarious Employment Circumstances: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Employment and Social Development Canada","keywords":"Social isolation; Social connectedness; Isolation (microbiology); Unemployment; Precarious work; Sociology; Public relations; Psychological intervention; Remuneration; Work (physics); Political science; Psychology; Economic growth; Social psychology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005613198,0.00101908,0.002555122,0.01206283,0.001744421,0.005403804,0.001343159,0.002628203,0.003137446],"category_scores_gemma":[0.02541563,0.0008685435,0.0030199,0.01247731,0.001762584,0.003566526,0.002673891,0.001906391,0.0003682335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00452512,"about_ca_system_score_gemma":0.01961471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02303505,"about_ca_topic_score_gemma":0.04682941,"domain_scores_codex":[0.9950693,0.001696399,0.001340862,0.0004079462,0.001161598,0.0003239045],"domain_scores_gemma":[0.9781717,0.01741222,0.002085171,0.0002492364,0.001765215,0.0003164667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001023916,0.0000718901,0.002997582,0.6150789,0.001538581,0.0006160832,0.005962156,0.0002977399,0.0002097198,0.00537559,0.01244552,0.3553039],"study_design_scores_gemma":[0.00001228049,0.00006046764,0.004744327,0.8903372,0.002632125,0.0007948477,0.004561106,0.00007715519,0.0001093177,0.001395356,0.09523658,0.00003930777],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006100287,0.9979786,0.00006486381,0.0005093695,0.0001395295,0.00004346701,0.00003998057,0.000002498383,0.0006116193],"genre_scores_gemma":[0.005495593,0.9937517,0.000155529,0.000288313,0.00007209709,0.00007970645,0.0000496975,0.000001854733,0.0001055122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02303505,"threshold_uncertainty_score":0.04580194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2090128869570046,"score_gpt":0.505396269468315,"score_spread":0.2963833825113104,"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."}}