{"id":"W6920134473","doi":"10.60692/44pgr-x3353","title":"Innovations to Address Complex Challenges: 22ndAnnual Canadian Conference on HIV/AIDS Research","year":2013,"lang":"en","type":"article","venue":"Greater South Information System","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Human immunodeficiency virus (HIV); Professional association; Chart; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01792567,0.002371773,0.001097645,0.002862853,0.01167524,0.01381108,0.004693882,0.008619182,0.03376139],"category_scores_gemma":[0.01167768,0.0007556789,0.001781794,0.002727389,0.006738205,0.004324963,0.01005421,0.01421512,0.007248596],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08412314,"about_ca_system_score_gemma":0.3399111,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7860303,"about_ca_topic_score_gemma":0.8885031,"domain_scores_codex":[0.9796172,0.002161796,0.0003929721,0.0009029282,0.01124858,0.005676525],"domain_scores_gemma":[0.9784505,0.0005810391,0.0003169967,0.0002974106,0.008134072,0.01222004],"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":[0.00002280616,0.00003491238,0.0002273271,0.0001731034,0.000009486292,0.00008867688,0.0004141351,0.00004940584,0.0001352147,0.003789109,0.9754058,0.01964998],"study_design_scores_gemma":[0.000007104782,0.000008285911,0.0005868764,0.0001562203,0.0000041098,0.0000382264,0.0005871294,0.00001777545,0.00004788784,0.0005220773,0.9980084,0.0000158268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001227541,0.1169342,0.001092947,0.642205,0.1585808,0.0005170581,0.0008818822,0.0001894475,0.07837106],"genre_scores_gemma":[0.05314598,0.2189617,0.007519475,0.2275956,0.03294787,0.00125088,0.002862829,0.0004781969,0.4552376],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9158769,"threshold_uncertainty_score":0.610359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2352031913154739,"score_gpt":0.3573384961311401,"score_spread":0.1221353048156662,"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."}}