{"id":"W2773638743","doi":"10.1145/3134737","title":"Social CheatSheet","year":2017,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Waterloo; Simon Fraser University","funders":"","keywords":"Computer science; World Wide Web; Software deployment; Formative assessment; Task (project management); Filter (signal processing); Feature (linguistics); Overlay; Multimedia; Human–computer interaction; Information retrieval; Software 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":[0.002697964,0.001629507,0.001120496,0.002326698,0.002079803,0.002618204,0.001984596,0.002154175,0.03206364],"category_scores_gemma":[0.01369714,0.0005445952,0.000874234,0.001416097,0.0007605503,0.006201933,0.005154718,0.001621518,0.01363486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006888233,"about_ca_system_score_gemma":0.001399827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002635266,"about_ca_topic_score_gemma":0.005720917,"domain_scores_codex":[0.9976209,0.0007075219,0.0001564245,0.0004132971,0.0007882476,0.0003136895],"domain_scores_gemma":[0.9867188,0.004676905,0.0008480948,0.00452242,0.001882252,0.001351527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002840898,0.001470653,0.01887265,0.002330449,0.0003639513,0.001613439,0.008933163,0.002872812,0.0376643,0.01551359,0.3246219,0.5829023],"study_design_scores_gemma":[0.0003712802,0.001984771,0.02795914,0.0004978742,0.0003275483,0.001945438,0.002778005,0.03577488,0.0211543,0.01598679,0.8907064,0.0005135568],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3408577,0.003589981,0.2886746,0.005049834,0.001879007,0.003745369,0.01095838,0.1548715,0.1903735],"genre_scores_gemma":[0.6409901,0.001303219,0.1535155,0.002366092,0.0008324034,0.001787354,0.01450752,0.007023816,0.177674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03206364,"threshold_uncertainty_score":0.1072636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058863966839991,"score_gpt":0.3752810633684598,"score_spread":0.2693946666844608,"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."}}