{"id":"W4387457650","doi":"10.1145/3609976","title":"PACMHCI V7, CSCW2, October 2023 Editorial","year":2023,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer-supported cooperative work; Scholarship; Field (mathematics); Library science; Sociology; Work (physics); Computer science; Political science; Engineering","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":[0.01363185,0.002939978,0.002403637,0.007891111,0.004096568,0.01839601,0.003644567,0.01102607,0.07553032],"category_scores_gemma":[0.0425314,0.00102474,0.001832474,0.004663259,0.002825395,0.007092956,0.003534388,0.01359285,0.06636181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006044218,"about_ca_system_score_gemma":0.007246205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003608076,"about_ca_topic_score_gemma":0.005780049,"domain_scores_codex":[0.9905418,0.001307864,0.001110525,0.0009586262,0.005389357,0.0006918162],"domain_scores_gemma":[0.9609849,0.006012473,0.001424115,0.001480751,0.0240983,0.005999623],"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":[0.00001608108,0.000006658463,0.00001259795,0.0001241726,0.000002949315,0.00002544711,0.0000103497,0.00001055644,0.00002562772,0.0002837495,0.9926444,0.006837501],"study_design_scores_gemma":[0.00001504841,0.00001132537,0.00009336331,0.0003670501,0.000004653155,0.00003787286,0.00002600839,0.00003517127,0.00004115202,0.0004570725,0.9989045,0.000006810866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004645772,0.004822498,0.0002192049,0.03602301,0.9481011,0.0001190131,0.0002235761,0.0001487257,0.01029633],"genre_scores_gemma":[0.001158756,0.01126266,0.000408974,0.04154227,0.8620926,0.000280808,0.0007329414,0.0004114266,0.0821097],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07553032,"threshold_uncertainty_score":0.2526741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04227444145640843,"score_gpt":0.3359289044210375,"score_spread":0.2936544629646291,"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."}}