{"id":"W4244107745","doi":"10.1109/procomm48883.2020.00005","title":"ProComm 2020 Committees","year":2020,"lang":"en","type":"article","venue":"","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","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":[0.01050799,0.001227884,0.000645949,0.002444224,0.004388003,0.009620364,0.002602646,0.01102124,0.4245661],"category_scores_gemma":[0.0168007,0.0008043783,0.001122085,0.001418469,0.00109169,0.003049111,0.004439087,0.005310182,0.2726552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003709988,"about_ca_system_score_gemma":0.01740559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007360918,"about_ca_topic_score_gemma":0.01695886,"domain_scores_codex":[0.9898538,0.001672123,0.0003108637,0.0009265852,0.005073646,0.002163007],"domain_scores_gemma":[0.984136,0.001243507,0.0007100843,0.001164255,0.006905245,0.005840822],"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":[0.00004642442,0.00004404725,0.000125135,0.00006154173,0.000003330425,0.00004536781,0.00003049158,0.00005450179,0.000299685,0.008125957,0.9763666,0.01479692],"study_design_scores_gemma":[0.00001231341,0.00001248273,0.000359678,0.00002454746,0.000001428181,0.00002116388,0.00003031053,0.00006480304,0.0001047569,0.001260154,0.9981034,0.000004940656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001505915,0.0009626365,0.003508015,0.02909053,0.02345124,0.0009587532,0.003272154,0.001237364,0.9360135],"genre_scores_gemma":[0.002841362,0.0001879649,0.0008156878,0.007041576,0.002063309,0.0003055893,0.001526896,0.0003126047,0.9849049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4245661,"threshold_uncertainty_score":0.8207865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721713124620619,"score_gpt":0.2418417203361569,"score_spread":0.2246245890899508,"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."}}