{"id":"W3141102038","doi":"10.29173/iasl7754","title":"Building our social landscape in cyberspace","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cyberspace; The Internet; Ideal (ethics); Key (lock); Best practice; Sociology; Public relations; Engineering ethics; Pedagogy; Political science; Engineering; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001825473,0.0001735887,0.0002215108,0.0001210598,0.0001231938,0.0006765878,0.0008521258,0.0001108542,0.0000281562],"category_scores_gemma":[0.00004062952,0.000173485,0.00005521591,0.0008059964,0.00001565524,0.00236282,0.0004956839,0.000253942,0.00004211411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001775834,"about_ca_system_score_gemma":0.0002042938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003212198,"about_ca_topic_score_gemma":0.00001855224,"domain_scores_codex":[0.9985659,0.00001675768,0.0001991466,0.0005183418,0.0002828327,0.0004170962],"domain_scores_gemma":[0.9993372,0.0000171404,0.00008609284,0.0001078705,0.0003514075,0.0001003164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003706761,0.0002615001,0.0651978,0.000237222,0.00004519153,0.0002239888,0.3288424,0.000006255416,0.004846192,0.5486145,0.02133884,0.03034904],"study_design_scores_gemma":[0.004164759,0.0004202726,0.3317069,0.0006779379,0.00003880948,0.0003372593,0.3862994,0.0414886,0.03279684,0.09087427,0.1077855,0.003409387],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964899,0.0001603317,0.002953877,0.0218711,0.0002395341,0.00008856319,0.000005524038,0.0002528047,0.009529286],"genre_scores_gemma":[0.98618,0.00001225361,0.01183565,0.000885284,0.000193582,0.00001064114,0.000002033355,0.000009364814,0.0008711847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4577403,"threshold_uncertainty_score":0.7074513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.016047386059741,"score_gpt":0.2534554171929937,"score_spread":0.2374080311332527,"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."}}