{"id":"W4404120925","doi":"10.24908/qap.v1i2.17514","title":"Faculty Spotlights","year":2024,"lang":"en","type":"article","venue":"Qapsule Queen s Undergraduate Health Sciences Journal","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Political 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":[0.002149936,0.0007079516,0.0005418667,0.001274724,0.003661567,0.006796318,0.001294865,0.003852405,0.5351082],"category_scores_gemma":[0.007648715,0.0003594288,0.0005463986,0.001135773,0.001558578,0.002882742,0.005345362,0.004730559,0.2148516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002509222,"about_ca_system_score_gemma":0.006228501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002797943,"about_ca_topic_score_gemma":0.009421001,"domain_scores_codex":[0.9981276,0.0002829235,0.0000571746,0.0002165903,0.0008197436,0.0004959499],"domain_scores_gemma":[0.9917793,0.0005665338,0.0002228266,0.0005281622,0.00193088,0.004972219],"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":[0.00003201823,0.00002027407,0.0001670838,0.00004562498,0.000001228196,0.00007018071,0.00005997307,0.00001149838,0.0001885935,0.002377644,0.9532062,0.04381981],"study_design_scores_gemma":[0.000005455473,0.00001224106,0.0002856718,0.00003669013,0.000001122028,0.000045722,0.0001313279,0.00001188421,0.00007537629,0.001000704,0.998391,0.000002781455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002010049,0.008623597,0.001016096,0.2509702,0.2177844,0.00009104047,0.001049078,0.0009838826,0.5174717],"genre_scores_gemma":[0.008361094,0.002443182,0.000446944,0.0267233,0.02832527,0.00004191387,0.0004034514,0.0003435231,0.9329112],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5351082,"threshold_uncertainty_score":0.6631117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389268269467417,"score_gpt":0.3421709865011167,"score_spread":0.3032441595543749,"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."}}