{"id":"W7084495512","doi":"10.1002/jcop.70042/v1/review2","title":"Review for \"Community Connection and Loneliness in Canada\"","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Plant Gene Expression Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Loneliness; Connection (principal bundle); Gossip; Subject (documents)","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":[0.006063738,0.001178163,0.001567499,0.005902238,0.005336205,0.006295782,0.003574684,0.004868089,0.04630944],"category_scores_gemma":[0.02452998,0.000505753,0.0009278017,0.006472679,0.003936785,0.002794322,0.002797516,0.004922462,0.01257151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02714216,"about_ca_system_score_gemma":0.1306426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7569866,"about_ca_topic_score_gemma":0.8749197,"domain_scores_codex":[0.9952075,0.0003743962,0.0003709829,0.000374674,0.002981546,0.0006909972],"domain_scores_gemma":[0.9568958,0.003490084,0.0006763682,0.0006922282,0.03350735,0.004738093],"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":[0.00001431719,0.000004886901,0.0000652555,0.0004669604,0.000007884865,0.00002999001,0.00005804941,0.0000135039,0.00002617787,0.00111975,0.9759134,0.02227982],"study_design_scores_gemma":[0.000008814496,0.000004094281,0.0008859796,0.0008008958,0.00001749897,0.00003531691,0.0001138838,0.000008872208,0.00002415715,0.0003011055,0.9977877,0.00001174129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.000492516,0.3695768,0.0007043177,0.2468424,0.3280478,0.0002502128,0.003493507,0.0002645317,0.05032791],"genre_scores_gemma":[0.00965131,0.583527,0.001797375,0.08955036,0.07006153,0.0003088762,0.003421748,0.0003982757,0.2412836],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2430134,"threshold_uncertainty_score":0.4888892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659644806190918,"score_gpt":0.3179872578919375,"score_spread":0.2913908098300284,"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."}}