{"id":"W4235759094","doi":"10.1007/978-1-4939-7131-2_100410","title":"Geo-Social Networking Services","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Internet privacy; Computer science","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":[0.0002215194,0.0008753134,0.0002721391,0.001468442,0.0007778844,0.002288274,0.0008394151,0.001096228,0.1065455],"category_scores_gemma":[0.0005992962,0.0002350493,0.0002946086,0.001962707,0.0003534012,0.003752033,0.002152171,0.00100199,0.0826114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007058484,"about_ca_system_score_gemma":0.0005147981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002120439,"about_ca_topic_score_gemma":0.00378341,"domain_scores_codex":[0.9998099,0.00002561673,0.000006573137,0.00002246055,0.0001068124,0.00002864626],"domain_scores_gemma":[0.9998657,0.00003002249,0.000006900716,0.00003394845,0.00003893567,0.00002443683],"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":[0.0000134426,0.00002586622,0.00009680626,0.0001368427,0.000004592157,0.00009388207,0.0001864243,0.0004931947,0.001246722,0.1338419,0.5173426,0.3465178],"study_design_scores_gemma":[9.541253e-7,0.000002185465,0.00005913795,0.00002884777,0.000001208943,0.00008253662,0.00003369639,0.0003272946,0.0001631005,0.007154662,0.9921441,0.000002372675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000879846,0.005397774,0.02093511,0.002006347,0.001685799,0.00006339179,0.0009149121,0.002202075,0.9659147],"genre_scores_gemma":[0.0106423,0.008173296,0.007979655,0.0008267846,0.0009240591,0.00006792851,0.001811408,0.0006195497,0.968955],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1065455,"threshold_uncertainty_score":0.3564303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166185073049024,"score_gpt":0.2144049363111608,"score_spread":0.1977864290062584,"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."}}