{"id":"W2770343685","doi":"10.1080/23738871.2017.1400083","title":"Avoiding lamentation: to build a future Internet","year":2017,"lang":"en","type":"article","venue":"Journal of Cyber Policy","topic":"Advanced Authentication Protocols Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Advanced Research Projects Agency; McMaster University; Oracle","keywords":"The Internet; Affect (linguistics); Internet privacy; Internet appliance; Computer science; Business; Sociology of the Internet; Internet research; World Wide Web; Internet access; Sociology; Communication","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.008334639,0.0003318321,0.0002724566,0.0009785752,0.006696431,0.009922881,0.001706688,0.006782183,0.009340567],"category_scores_gemma":[0.01986459,0.0003278999,0.0005033684,0.0006337219,0.01677959,0.03667937,0.008298004,0.009441881,0.003318574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004138594,"about_ca_system_score_gemma":0.00595871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002233538,"about_ca_topic_score_gemma":0.002517785,"domain_scores_codex":[0.9956002,0.00239304,0.00009819368,0.0003549933,0.000978373,0.0005752941],"domain_scores_gemma":[0.9914316,0.002781827,0.0005715662,0.001718843,0.00219672,0.001299427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000017501,0.00002467016,0.0003069119,0.00003820697,0.000004578577,0.0001735657,0.003516646,0.0003770452,0.0003184168,0.9577902,0.02182548,0.01560678],"study_design_scores_gemma":[0.00001170935,0.00003226891,0.0002274017,0.0001648868,0.000006682407,0.0001963704,0.005278494,0.001380622,0.0006852422,0.6374322,0.3545559,0.00002819498],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03562452,0.003224865,0.08115575,0.4573184,0.003066056,0.00009581402,0.00005484116,0.0007866496,0.418673],"genre_scores_gemma":[0.7859779,0.003426088,0.04193824,0.0598096,0.00141208,0.0001731763,0.00008609897,0.0005284336,0.1066483],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009922881,"threshold_uncertainty_score":0.04407829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927875380595571,"score_gpt":0.3588014529682515,"score_spread":0.3395226991622958,"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."}}