{"id":"W4214698176","doi":"10.1145/3514207","title":"Elevate","year":2022,"lang":"en","type":"article","venue":"interactions","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009863394,0.001724762,0.001868965,0.001503978,0.001123195,0.002536003,0.001811025,0.00229118,0.8461707],"category_scores_gemma":[0.005777482,0.0006251512,0.001731073,0.0005722261,0.000903189,0.001473296,0.002125009,0.003079261,0.6524107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006447346,"about_ca_system_score_gemma":0.001935821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002460599,"about_ca_topic_score_gemma":0.003656659,"domain_scores_codex":[0.9984589,0.0002999743,0.00007488001,0.000210151,0.0005619784,0.0003942023],"domain_scores_gemma":[0.9978597,0.0004008558,0.0001170227,0.0003180826,0.0004815989,0.0008226486],"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":[0.008245221,0.002013043,0.001294937,0.002741249,0.0002130838,0.0007581997,0.0001645386,0.0002508929,0.01609048,0.004914859,0.7479169,0.2153967],"study_design_scores_gemma":[0.0008815328,0.001294298,0.002592625,0.0005562871,0.0001279038,0.0005958162,0.0001866338,0.0002850532,0.006754761,0.001984983,0.9847007,0.0000393957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0105283,0.01001403,0.004643247,0.01167777,0.01147086,0.001541825,0.02718878,0.00710653,0.9158287],"genre_scores_gemma":[0.05056265,0.00664162,0.003142437,0.003971759,0.001367879,0.0008589204,0.01483965,0.001918523,0.9166967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1538293,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744814347484858,"score_gpt":0.3233721600885762,"score_spread":0.2959240166137276,"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."}}