{"id":"W7015739192","doi":"","title":"UMaine President summarizes highlights of first spring flash survey","year":2021,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Maine; University of Southern Maine","keywords":"Mental health; Grading (engineering); Quarter (Canadian coin); Graduate students; Job hunting","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":[0.003796574,0.00064124,0.0004427221,0.002461454,0.001930959,0.001916487,0.0007695782,0.001216179,0.1532667],"category_scores_gemma":[0.007427634,0.0004054458,0.0002583555,0.001828509,0.0001824009,0.001454264,0.002006272,0.001201176,0.03976872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717067,"about_ca_system_score_gemma":0.002255151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038825,"about_ca_topic_score_gemma":0.02142635,"domain_scores_codex":[0.9983616,0.0003311131,0.0001231633,0.0001767824,0.0005898604,0.0004174233],"domain_scores_gemma":[0.9902778,0.001231282,0.0006397071,0.0004440244,0.004430714,0.002976493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005318402,0.0001019222,0.006721998,0.00009081095,0.000002085723,0.00003976479,0.0002872717,0.00001104506,0.0003126234,0.000108003,0.9728149,0.01945651],"study_design_scores_gemma":[0.00002676076,0.0001576739,0.1237924,0.0001695954,0.000002385902,0.00004916007,0.003006254,0.0000676394,0.0002698821,0.00009619512,0.872344,0.00001806271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1090417,0.00243994,0.00243302,0.1359687,0.01279067,0.008869311,0.305908,0.003933438,0.4186151],"genre_scores_gemma":[0.1284134,0.004127532,0.003256264,0.04810997,0.008513442,0.01389196,0.1239224,0.0008817902,0.6688833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1532667,"threshold_uncertainty_score":0.5127281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07998997065536857,"score_gpt":0.3265628273748798,"score_spread":0.2465728567195113,"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."}}