{"id":"W3119035199","doi":"10.29173/eureka28754","title":"Featured Research Images","year":2020,"lang":"en","type":"article","venue":"Eureka","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Artificial intelligence; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003137771,0.00004554439,0.0000838665,0.00002829928,0.0004441879,0.00007406005,0.0002162356,0.00004745201,0.0008858684],"category_scores_gemma":[0.002704418,0.00003934066,0.00003911238,0.000548903,0.0003348506,0.0000884779,0.00004495819,0.000266693,0.0005776935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002215513,"about_ca_system_score_gemma":0.0000693297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003543784,"about_ca_topic_score_gemma":0.00006497978,"domain_scores_codex":[0.9970754,0.001949414,0.00007497801,0.0001709011,0.0004529581,0.0002763462],"domain_scores_gemma":[0.9991056,0.0004934332,0.00001724548,0.00007848346,0.000136882,0.0001683462],"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":[0.00002898436,0.00002493478,0.0005951641,0.00001384245,0.00001110603,0.00001890613,0.1385217,7.089195e-7,0.004322533,0.2225039,0.6051385,0.02881959],"study_design_scores_gemma":[0.0000867838,0.00005315543,0.001780675,0.000003706896,0.000001505355,6.279912e-8,0.01122915,0.000004148338,0.0009626682,0.004869702,0.9809453,0.00006312156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009966047,0.00175199,0.002247447,0.166887,0.0003053117,0.0002670985,0.00001042049,0.0001592815,0.8184054],"genre_scores_gemma":[0.9411938,0.0001197753,0.02184536,0.002447981,0.001870569,0.00001602592,0.000002631213,0.0000201334,0.03248376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9312277,"threshold_uncertainty_score":0.9699638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5554677036281155,"score_gpt":0.5915469626773869,"score_spread":0.03607925904927145,"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."}}