{"id":"W4233487381","doi":"10.1007/978-1-4939-7131-2_100678","title":"Mobile Social Network","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Opportunistic and Delay-Tolerant Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002012252,0.000329173,0.0003967453,0.00004702715,0.0002440592,0.0001646176,0.0009799226,0.0004928038,0.003544497],"category_scores_gemma":[3.385344e-7,0.0002964205,0.0002018871,0.00004057524,0.0001476611,0.0001157722,0.0005168217,0.0003224257,0.002141686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003546763,"about_ca_system_score_gemma":0.0001484976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002221256,"about_ca_topic_score_gemma":0.000004067445,"domain_scores_codex":[0.9983152,0.00001228464,0.0003359196,0.0005645314,0.0003539209,0.0004181863],"domain_scores_gemma":[0.9988956,0.00005037895,0.0001855481,0.0006079204,0.0001177306,0.0001428278],"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":[0.000001971721,0.000003675131,4.260279e-7,0.000003306699,0.00002351118,0.00003023457,0.00006923245,0.000001801187,3.059381e-8,0.4457639,0.4765698,0.07753212],"study_design_scores_gemma":[0.00008237184,0.0001019085,4.851341e-7,0.00002739931,0.00001621734,0.00001407785,0.000001480035,0.0227844,1.689404e-7,0.1994153,0.7772216,0.000334539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.291943e-7,0.0001956396,0.4315742,0.00003810025,0.0009336908,0.0001138012,0.000002967064,0.0001962051,0.5669451],"genre_scores_gemma":[0.001027393,0.0000991913,0.01350089,0.001363057,0.005303781,0.00001114576,0.0000235899,0.00003875406,0.9786322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4180733,"threshold_uncertainty_score":0.9999488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02528097635884647,"score_gpt":0.2373651693174317,"score_spread":0.2120841929585852,"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."}}