{"id":"W7067810979","doi":"","title":"002 \"Money and Marriage\" (Feat. Evan Neufeld)","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Planner; EXPOSE; Control (management); Financial management; Money management","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001497179,0.0003026811,0.000361292,0.00006084099,0.00003843808,0.00005303966,0.0002230565,0.0004840703,0.1467374],"category_scores_gemma":[0.0001185712,0.0003163637,0.0001700706,0.000007021803,0.000123499,1.590577e-8,0.000212755,0.0001614089,0.000467989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000110528,"about_ca_system_score_gemma":0.00002725177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491919,"about_ca_topic_score_gemma":0.001274419,"domain_scores_codex":[0.9987931,0.0000702348,0.0004083696,0.0002980726,0.0002152344,0.000215036],"domain_scores_gemma":[0.9988761,0.00001774834,0.0003382953,0.0005411538,0.0001264615,0.0001002641],"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":[0.00002414273,0.00002545015,0.000006001914,0.0002557075,0.000122375,0.0000173576,0.00001465354,0.000006720878,0.0002345411,0.000002723677,0.9973429,0.001947454],"study_design_scores_gemma":[0.000258169,0.000114565,0.000006647211,0.000116197,0.00008673892,0.00006984662,0.0000370747,0.000006499335,0.001926154,0.00000356069,0.9970613,0.0003132616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001550077,0.002256953,0.000002971706,0.00006202166,0.00004623399,0.0002332439,0.00003390744,0.00005743806,0.9971522],"genre_scores_gemma":[0.000844716,0.002431637,0.002010805,0.0003538938,0.000197684,0.00001491815,0.00080804,0.0001111071,0.9932272],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1462694,"threshold_uncertainty_score":0.9999288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00380009506202239,"score_gpt":0.1945457492686761,"score_spread":0.1907456542066537,"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."}}