{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005410115,0.0002075053,0.0005721128,0.00004923935,0.00005687644,0.000006481914,0.0002346986,0.0001618325,0.00007262952],"category_scores_gemma":[0.0007759432,0.0001798932,0.0001020777,0.0001271555,0.00001258303,8.916031e-7,0.0001794956,0.0002326407,5.600536e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006715821,"about_ca_system_score_gemma":0.001249653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.560376,"about_ca_topic_score_gemma":0.9712172,"domain_scores_codex":[0.9988572,0.0002267769,0.0003771484,0.0002923668,0.00009454975,0.0001519616],"domain_scores_gemma":[0.9990575,0.00006598042,0.0001408792,0.0004890595,0.0001930711,0.00005349395],"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":[0.000006183322,0.00001055418,0.0000124096,0.01362213,0.00005076103,5.344951e-7,3.163039e-7,0.000001468598,0.0006714182,0.000001564113,0.9814336,0.004189007],"study_design_scores_gemma":[0.0001507488,0.00001402855,0.00001056323,0.0121121,0.000180504,0.000005258112,0.000008675196,0.00002090027,0.0009743543,0.000006551862,0.9863237,0.0001926548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001914434,0.953546,0.0008105326,0.03258409,0.0008497334,0.001433228,0.00171207,0.000009538948,0.008863302],"genre_scores_gemma":[0.0002895065,0.7926916,0.0001877572,0.03785251,0.0001067662,0.0002131389,0.01475248,0.00001595951,0.1538902],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4108412,"threshold_uncertainty_score":0.7335833,"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."}}