{"id":"W6987620292","doi":"","title":"Town of Blue Hill Maine Financial Report 2018","year":2018,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council","keywords":"Audit; Financial Audit; Financial management; Work (physics); Quarter (Canadian coin)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002259228,0.0002108643,0.0002259003,0.0002390079,0.0001153468,0.00001988738,0.0004583241,0.0001736382,0.00005736214],"category_scores_gemma":[0.0003085145,0.0002218687,0.0001592305,0.0004000885,0.0004379958,0.00001660204,0.0004416403,0.0001531008,0.00005134421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004578782,"about_ca_system_score_gemma":0.0001614917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004965602,"about_ca_topic_score_gemma":0.00008504328,"domain_scores_codex":[0.9987745,0.00003872636,0.0003770174,0.0002885512,0.0001797284,0.0003414468],"domain_scores_gemma":[0.998662,0.00002145566,0.000313204,0.0007083945,0.0001632144,0.0001317077],"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":[0.004017949,0.002313025,0.1323294,0.0005771312,0.001446019,0.001698225,0.0009721161,0.001269248,0.2583756,0.0277791,0.4476617,0.1215604],"study_design_scores_gemma":[0.0005708243,0.0005210147,0.001335411,0.000030417,0.00002987492,0.0001454143,0.0000646952,0.0002848973,0.04016462,0.0001196036,0.9563944,0.0003388098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7899264,0.00005135186,0.04190728,0.0002907442,0.0002422027,0.0003761918,0.001103896,0.0001488107,0.1659532],"genre_scores_gemma":[0.9914417,0.0000383839,0.002062076,0.0001199007,0.0001086499,8.717729e-7,0.0004068719,0.00002340285,0.005798152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5087327,"threshold_uncertainty_score":0.9047545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007879975301047996,"score_gpt":0.217176418670308,"score_spread":0.20929644336926,"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."}}