{"id":"W4391879886","doi":"10.32388/dmnutm","title":"Review of: \"Working on the Root System of Social Connections in a Community\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Root (linguistics); Sociology; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.04927114,0.000928495,0.002372344,0.004558766,0.007777953,0.01127267,0.005340195,0.01187507,0.0934806],"category_scores_gemma":[0.2495633,0.0007657573,0.001507775,0.002157777,0.005738204,0.005445596,0.00577697,0.008160597,0.05035428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004460471,"about_ca_system_score_gemma":0.05077468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008578175,"about_ca_topic_score_gemma":0.02707677,"domain_scores_codex":[0.9570255,0.01265283,0.002582004,0.0019468,0.02387969,0.001913237],"domain_scores_gemma":[0.6338901,0.04712992,0.007098524,0.01066342,0.2767006,0.02451738],"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":[0.00001067022,0.000007873734,0.00005328979,0.0002320696,0.000005378229,0.00001900097,0.00005877141,0.00000688744,0.00003515699,0.0006507484,0.9901164,0.008803715],"study_design_scores_gemma":[0.00003795912,0.00002821978,0.001276959,0.001458245,0.00003165653,0.0001024544,0.0003013056,0.0001111136,0.000112453,0.001567629,0.9949452,0.00002685059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.0005026775,0.007181295,0.001116815,0.4397446,0.5236468,0.0009591523,0.0008196509,0.0002596098,0.02576939],"genre_scores_gemma":[0.01237659,0.0231481,0.00436172,0.2131587,0.4171695,0.001984563,0.002729349,0.000808976,0.3242625],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0934806,"threshold_uncertainty_score":0.3127238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3067138982994874,"score_gpt":0.5029540679536804,"score_spread":0.196240169654193,"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."}}