{"id":"W7034690795","doi":"","title":"Understanding Social Isolation and Loneliness","year":2019,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Foreign Language Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Fusible alloy; Hyporeflexia; Dysgeusia; Diafiltration; Liquation","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"],"consensus_categories":[],"category_scores_codex":[0.001520361,0.000279357,0.0003424584,0.0001609276,0.003509677,0.0002617565,0.000327587,0.0003101724,0.0002156613],"category_scores_gemma":[0.0002598125,0.000301385,0.0001455977,0.0005048733,0.001044916,0.000671802,0.0001210286,0.0004258172,0.0000419568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226191,"about_ca_system_score_gemma":0.0007665441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008421103,"about_ca_topic_score_gemma":0.0001585628,"domain_scores_codex":[0.9969125,0.0006903734,0.0004339945,0.000570005,0.0008769567,0.0005161443],"domain_scores_gemma":[0.9989126,0.0002734867,0.0002170528,0.0002508597,0.0001372054,0.0002088188],"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":[0.0003388623,0.0001660548,0.03233025,0.0001460493,0.0001679294,0.0001483062,0.03097302,0.001917594,0.01043652,0.9197252,0.001570974,0.002079204],"study_design_scores_gemma":[0.008644311,0.0006753971,0.0603738,0.0008178081,0.0004424215,0.0007830492,0.2621363,0.02070432,0.001914025,0.03852656,0.5995243,0.005457769],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6424074,0.0001790497,0.03919472,0.0005169748,0.001833857,0.0006146748,0.00001455462,0.0003590458,0.3148797],"genre_scores_gemma":[0.9819863,0.000007529699,0.004003065,0.0001622248,0.001292158,0.00002300261,0.00001115501,0.00003853498,0.01247606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8811987,"threshold_uncertainty_score":0.9999439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05099968587672783,"score_gpt":0.2963165144430255,"score_spread":0.2453168285662977,"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."}}