{"id":"W6943987978","doi":"10.17605/osf.io/zd849","title":"PixelMapR","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Data Analysis with R","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003260013,0.00029252,0.0004211397,0.0001700813,0.000212314,0.000543182,0.003767373,0.0001551726,0.3116055],"category_scores_gemma":[0.002674131,0.0003285202,0.0002741324,0.000934664,0.0001025458,0.001014624,0.00585481,0.0004214667,0.8853963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673478,"about_ca_system_score_gemma":0.0003612686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008874419,"about_ca_topic_score_gemma":0.00006865095,"domain_scores_codex":[0.9944827,0.00065425,0.0005788503,0.003041522,0.000675155,0.0005675324],"domain_scores_gemma":[0.9889371,0.0003744322,0.0002133675,0.00984381,0.0003097804,0.000321531],"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":[0.00004777798,0.001774162,0.05051619,0.0001788354,0.001057208,0.001379513,0.003636709,0.002946641,0.0466819,0.2204532,0.3807463,0.2905815],"study_design_scores_gemma":[0.0008145396,9.234282e-7,0.02376341,0.000071875,0.0001005191,0.0002898446,0.0001075044,0.01774074,0.07690924,0.02433634,0.8549316,0.0009334709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008667127,0.000003578563,0.2777122,0.001610464,0.0004618124,0.0002210709,0.00000906246,0.0003521553,0.7109625],"genre_scores_gemma":[0.2332537,0.0001340908,0.08735522,0.001758245,0.0001791449,0.0001544805,0.0000645782,0.00005793932,0.6770426],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5737908,"threshold_uncertainty_score":0.9999167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491149971168034,"score_gpt":0.2527058773316779,"score_spread":0.2377943776199976,"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."}}