{"id":"W2901464128","doi":"10.15353/joci.v14i1.3401","title":"The Circles of Connections","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social connectedness; Feeling; Social capital; Public relations; Tracking (education); General partnership; Field (mathematics); Psychological resilience; Psychology; Data science; Sociology; Social psychology; Political science; Computer science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008955226,0.0009177331,0.000681041,0.003619122,0.01913991,0.02148305,0.002412108,0.005357395,0.03786648],"category_scores_gemma":[0.0344387,0.0007534412,0.0006605941,0.003064467,0.04444824,0.02951528,0.03010186,0.007598343,0.00749824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006638785,"about_ca_system_score_gemma":0.006650433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005259106,"about_ca_topic_score_gemma":0.005026673,"domain_scores_codex":[0.9781481,0.01308235,0.0004823257,0.002747409,0.003886754,0.001653125],"domain_scores_gemma":[0.9725868,0.01001493,0.002467528,0.004705102,0.003093122,0.007132503],"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":[0.00003779822,0.00002207448,0.001416827,0.0001588759,0.00002015401,0.0003942769,0.1297666,0.0001525976,0.000257458,0.796499,0.03836481,0.03290965],"study_design_scores_gemma":[0.000008988217,0.00002493807,0.000766068,0.0002257618,0.000007415446,0.0004072326,0.03098598,0.0001864413,0.00009463597,0.2675558,0.69971,0.00002682695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03783784,0.008409296,0.03217002,0.08412731,0.002315053,0.0001884155,0.0002053175,0.0005509195,0.8341958],"genre_scores_gemma":[0.8841996,0.00482666,0.007899151,0.01064816,0.001098338,0.0002871124,0.0001595965,0.0005696564,0.09031178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03786648,"threshold_uncertainty_score":0.126676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11869369775162,"score_gpt":0.4432727795862492,"score_spread":0.3245790818346291,"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."}}