{"id":"W4245822373","doi":"10.1007/978-1-4939-7131-2_100868","title":"Personal Communities","year":2018,"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":"Business; Sociology","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":[0.0004278425,0.0006324711,0.0003749327,0.001239042,0.003859184,0.006797113,0.0009182846,0.001376601,0.2943974],"category_scores_gemma":[0.001137308,0.0002798063,0.0002422624,0.001890504,0.001485648,0.007409422,0.004953901,0.001796943,0.1411252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176214,"about_ca_system_score_gemma":0.00145253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003285243,"about_ca_topic_score_gemma":0.01133131,"domain_scores_codex":[0.999562,0.0001029929,0.00001460756,0.0001001137,0.0001374931,0.00008279809],"domain_scores_gemma":[0.999702,0.00004292723,0.00001305137,0.00006171154,0.00008497818,0.00009525986],"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":[0.00001703044,0.00004709287,0.0002456258,0.0001035584,0.000003390991,0.00007717594,0.004893192,0.00005248742,0.0002353633,0.2496914,0.5556921,0.1889415],"study_design_scores_gemma":[7.559937e-7,0.000002190739,0.00007469932,0.0000362099,4.945763e-7,0.00002563509,0.0004723542,0.00001161917,0.00002026774,0.004759316,0.9945952,0.000001294005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005347001,0.001398937,0.0005995594,0.001076509,0.0004727736,0.00002164138,0.00009981359,0.00008422279,0.9957118],"genre_scores_gemma":[0.004203537,0.0009049918,0.0002554485,0.0003485765,0.0001373952,0.00002445201,0.00009471492,0.00006175508,0.9939691],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2943974,"threshold_uncertainty_score":0.9848574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731092040476549,"score_gpt":0.2877285736326132,"score_spread":0.2404176532278477,"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."}}