{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004686649,0.0002708628,0.0005402415,0.0005412843,0.001050108,0.00002243651,0.0004880494,0.0002583947,0.0004099586],"category_scores_gemma":[0.0004116893,0.000304796,0.0001896238,0.00131544,0.0001959901,0.0003389698,0.0007659193,0.0005738279,0.0003869364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923079,"about_ca_system_score_gemma":0.000545687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003310835,"about_ca_topic_score_gemma":0.05062104,"domain_scores_codex":[0.9971855,0.0004654057,0.0007605556,0.0004584132,0.0003731746,0.0007569867],"domain_scores_gemma":[0.9968788,0.001088612,0.0004323973,0.0007609135,0.0005081767,0.0003310999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004264913,0.0005796111,0.8892861,0.0008328088,0.000255111,0.0002683955,0.0009565954,0.0002795247,0.0001287925,0.09046744,0.01588298,0.000636176],"study_design_scores_gemma":[0.001688255,0.00009855025,0.2419955,0.0005404231,0.00007492629,0.000003607472,0.00103195,0.0002689537,0.0005689659,0.001101013,0.7521468,0.000481001],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.845681,0.0004659979,0.002406202,0.003479568,0.0009021258,0.00141641,0.009272463,0.0007229312,0.1356533],"genre_scores_gemma":[0.992682,0.0005902932,0.0005169701,0.0001089473,0.00004478149,0.000005080161,0.0004374796,0.00003379868,0.005580671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7362639,"threshold_uncertainty_score":0.9999404,"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."}}