{"id":"W4237746975","doi":"10.1007/978-1-4614-6170-8_100154","title":"Personal Communities","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology","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":[0.0004211296,0.0005996127,0.0003557825,0.001214637,0.003997488,0.006436276,0.0008965326,0.00129786,0.2526885],"category_scores_gemma":[0.001044627,0.0002773239,0.0002300573,0.00178751,0.001628972,0.006811328,0.004824066,0.001681566,0.1062299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191922,"about_ca_system_score_gemma":0.001527292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003893679,"about_ca_topic_score_gemma":0.01291219,"domain_scores_codex":[0.999564,0.0001068111,0.00001417456,0.00009986253,0.000131092,0.00008404337],"domain_scores_gemma":[0.9997371,0.00003629377,0.00001221275,0.00005398558,0.00007507132,0.00008537489],"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":[0.00001763154,0.00004958042,0.0002876412,0.00009586434,0.000003706805,0.00008494486,0.006028401,0.00006151405,0.0002403103,0.3311587,0.4664487,0.1955231],"study_design_scores_gemma":[8.829237e-7,0.000002686052,0.0000953058,0.0000375754,6.036909e-7,0.00003151851,0.0006351312,0.0000152397,0.00002439916,0.006528119,0.9926271,0.000001519405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006293828,0.001181006,0.0006847326,0.000943084,0.0003606039,0.00002385614,0.000085197,0.0000741977,0.996018],"genre_scores_gemma":[0.005559893,0.0008442836,0.0003187169,0.0003328919,0.0001139771,0.00002698908,0.00008296091,0.00005334189,0.992667],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2526885,"threshold_uncertainty_score":0.8453273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702557033907686,"score_gpt":0.2725049686528876,"score_spread":0.2354793983138107,"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."}}