{"id":"W4319589826","doi":"10.1109/wslm54683.2022.00037","title":"Organizing Committee: WSLM 2022","year":2022,"lang":"en","type":"article","venue":"","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","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":[0.01683926,0.002116953,0.001913342,0.005791589,0.004761236,0.01424819,0.004213687,0.009490361,0.3468422],"category_scores_gemma":[0.01424863,0.0008818124,0.00149827,0.002755306,0.001407647,0.004000022,0.005313163,0.005169945,0.3579736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004335053,"about_ca_system_score_gemma":0.01578938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007386137,"about_ca_topic_score_gemma":0.01630131,"domain_scores_codex":[0.9919434,0.001179556,0.0005400762,0.0007968108,0.004339521,0.001200749],"domain_scores_gemma":[0.971983,0.001199706,0.0009767242,0.0009540333,0.01681053,0.008075885],"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":[0.0000599944,0.000027753,0.0001111425,0.0001349119,0.000004481666,0.00002937911,0.00001421735,0.0000439434,0.0004072713,0.0007557917,0.9912815,0.00712961],"study_design_scores_gemma":[0.00002084157,0.00002512473,0.0006103673,0.000153687,0.000006327898,0.00002021078,0.00007461902,0.0001774865,0.0004632582,0.0004094693,0.9980275,0.000011135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004411783,0.006880708,0.01042799,0.1996092,0.2853934,0.007109677,0.03598335,0.005450768,0.4447331],"genre_scores_gemma":[0.002856657,0.0008357401,0.001611686,0.008269682,0.01715309,0.001205167,0.007851306,0.001064451,0.9591523],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3468422,"threshold_uncertainty_score":0.9316503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285684675610577,"score_gpt":0.2072457722970915,"score_spread":0.1786773047360338,"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."}}