{"id":"W4297882624","doi":"10.1145/3492866.3561253","title":"Hivemind","year":2022,"lang":"en","type":"article","venue":"","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Public space; Space (punctuation); Variety (cybernetics); Mode (computer interface); Democracy; Computer science; Internet privacy; Computer security; Business; Telecommunications; Architectural engineering; Public relations; Engineering; Political science; Human–computer interaction; Law","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":[0.001125271,0.0006403985,0.0005332553,0.001260162,0.001894251,0.005544908,0.001255782,0.002153884,0.6378564],"category_scores_gemma":[0.003256224,0.0003862967,0.0004580613,0.0009023934,0.0008867832,0.00219424,0.003338051,0.002137213,0.3482234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197859,"about_ca_system_score_gemma":0.002091889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001692092,"about_ca_topic_score_gemma":0.002524314,"domain_scores_codex":[0.9991061,0.0001415305,0.00005032955,0.0002070067,0.0003733103,0.0001217364],"domain_scores_gemma":[0.9987575,0.0002138724,0.00008130757,0.0001962919,0.0003124859,0.0004384582],"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":[0.000333172,0.0001712488,0.001650226,0.0005762686,0.00002133615,0.000677805,0.0004926009,0.0001966739,0.001705114,0.03472889,0.4852084,0.4742384],"study_design_scores_gemma":[0.0000105581,0.00002522225,0.0003365689,0.0001242681,0.000004210457,0.0003035592,0.0001020382,0.00006818131,0.0003610803,0.001916377,0.9967417,0.000006218641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003821333,0.009709414,0.005386776,0.009936564,0.006940438,0.0002333598,0.004675497,0.002454342,0.9568421],"genre_scores_gemma":[0.02215933,0.004884178,0.003693178,0.003125185,0.0008887369,0.0001545435,0.002913778,0.0007335188,0.9614475],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6378564,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002484997367761443,"score_gpt":0.1454359499832795,"score_spread":0.1429509526155181,"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."}}