{"id":"W2802075775","doi":"10.5206/elip.v1i1.366","title":"Be Internet Awesome","year":2018,"lang":"en","type":"article","venue":"Emerging Library & Information Perspectives","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"The Internet; Internet privacy; Element (criminal law); Internet research; World Wide Web; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000293743,0.0001058158,0.00009478489,0.0002379597,0.0005812221,0.0003766356,0.0004579042,0.00007987488,0.003649467],"category_scores_gemma":[0.0003843473,0.0001087037,0.00005723225,0.0004488165,0.0003500212,0.01409613,0.0002346957,0.0001455559,0.0005498839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000676281,"about_ca_system_score_gemma":0.0001152454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007616226,"about_ca_topic_score_gemma":0.00005851701,"domain_scores_codex":[0.99897,0.00008788262,0.0002283296,0.0001395789,0.0003168494,0.0002572984],"domain_scores_gemma":[0.9994181,0.00003185729,0.0001232153,0.0002288886,0.00009766716,0.0001002506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000536589,0.00004750645,0.00120334,0.00001568368,0.00003439585,6.125973e-7,0.5557975,0.000001228098,0.00001395608,0.2656653,0.1581021,0.01906473],"study_design_scores_gemma":[0.0001867546,0.00006329901,0.002348747,0.00001556085,0.000004859522,0.000001226573,0.08289648,0.0003090089,0.0005644144,0.005950504,0.9074852,0.0001739044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1151751,0.0004054641,0.008200292,0.04131486,0.001837091,0.0006010029,0.00007203045,0.001528732,0.8308654],"genre_scores_gemma":[0.9949397,0.0001877938,0.0008529455,0.001090834,0.00112468,0.00001760912,0.00007292982,0.000009321686,0.001704115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8797647,"threshold_uncertainty_score":0.9996932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790524028711087,"score_gpt":0.2837520650820847,"score_spread":0.2658468247949738,"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."}}