{"id":"W7164094229","doi":"","title":"Weekly Wave: WRRC Celebrates 10 Years of the Weekly Wave","year":2023,"lang":"en","type":"article","venue":"UA Campus Repository (The University of Arizona)","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Gloom; Period (music); Work (physics)","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":[0.006969813,0.0008485204,0.0006256317,0.001502916,0.006486291,0.01073633,0.001877663,0.007032779,0.2264815],"category_scores_gemma":[0.009539654,0.0005894913,0.0008976604,0.00110772,0.001000789,0.003019693,0.007499766,0.007478071,0.1236493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002645735,"about_ca_system_score_gemma":0.009331301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02670077,"about_ca_topic_score_gemma":0.1088318,"domain_scores_codex":[0.9965726,0.0002524053,0.00008952014,0.0002086366,0.001592047,0.001284732],"domain_scores_gemma":[0.9890671,0.0003745351,0.0002909506,0.0007562225,0.002574096,0.006936944],"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":[0.00002427972,0.00004075795,0.0002655844,0.00001138221,0.000001809179,0.00002130247,0.000047532,0.000007700558,0.00004329134,0.0008703063,0.9918508,0.006815229],"study_design_scores_gemma":[0.00002308165,0.00004123001,0.004636126,0.00004713175,0.000003009801,0.00002115265,0.0003880392,0.00003100384,0.00005656722,0.0003754669,0.9943663,0.00001082572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01125519,0.002936958,0.002056602,0.3384861,0.147258,0.0007657962,0.01426732,0.002436781,0.4805372],"genre_scores_gemma":[0.0134212,0.0007583114,0.000550882,0.01904848,0.01115841,0.0003648935,0.003315572,0.0007575513,0.9506247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2264815,"threshold_uncertainty_score":0.7576562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04720520970428533,"score_gpt":0.3222027228234113,"score_spread":0.274997513119126,"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."}}