{"id":"W6906479792","doi":"10.17605/osf.io/rh98p","title":"AgentMew","year":2018,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002060797,0.0004087188,0.0004702208,0.0006395796,0.0003923177,0.001983698,0.01430186,0.0005394376,0.1622633],"category_scores_gemma":[0.001518121,0.0003539783,0.00006992074,0.003863183,0.003627395,0.0004555546,0.003799086,0.0004648608,0.437714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279063,"about_ca_system_score_gemma":0.001004628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004921358,"about_ca_topic_score_gemma":0.0001313616,"domain_scores_codex":[0.9957858,0.0000687804,0.0002340627,0.001487055,0.001475581,0.0009487584],"domain_scores_gemma":[0.9957625,0.00005872357,0.0004176673,0.003221066,0.0001215798,0.000418452],"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":[0.000004547926,0.00003873854,0.0001256303,0.000006247823,0.00001157161,0.00001056952,0.00007675736,1.55569e-7,0.0000738774,0.01318807,0.9840791,0.002384752],"study_design_scores_gemma":[0.00008192449,0.00004327307,0.0001210773,0.0009843083,0.00001759795,0.000005412876,0.00003115097,0.000008850364,0.0001238718,0.006496277,0.9915823,0.0005039554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001715912,0.0001650396,0.0006023321,0.0001122797,0.002471951,0.00110018,0.00007580275,0.0003665285,0.9950888],"genre_scores_gemma":[0.00020236,0.00001750285,0.09143946,0.0005544405,0.001085824,0.0000620685,0.000008135755,0.001112374,0.9055178],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2754507,"threshold_uncertainty_score":0.9998912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04561109296346642,"score_gpt":0.3916745444504864,"score_spread":0.3460634514870199,"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."}}