{"id":"W4398531442","doi":"10.7910/dvn/fmk6sq/wj5cel","title":"124.tif","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Geology; Computer science; Geography","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":[0.0003328848,0.0007871641,0.0008195862,0.0003271186,0.0001489818,0.0002515753,0.002295336,0.0005383968,0.2420948],"category_scores_gemma":[0.0009168318,0.0008342227,0.0001603001,0.0005550505,0.0002037965,0.0005042097,0.001754949,0.001215758,0.9973025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002531898,"about_ca_system_score_gemma":0.000371236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005537125,"about_ca_topic_score_gemma":0.0002616292,"domain_scores_codex":[0.9961913,0.0002193187,0.0005860861,0.001264505,0.0009950886,0.000743761],"domain_scores_gemma":[0.9951749,0.0001042926,0.0004537661,0.003592749,0.00009856626,0.0005756755],"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":[0.0001223317,0.0001009714,0.000001025805,0.000210085,0.0002118497,0.001131593,0.0000127664,0.000002276336,0.0001509035,0.00002098632,0.9979671,0.00006813071],"study_design_scores_gemma":[0.0006664129,0.00008799089,0.000009444768,0.00009604368,0.0004813181,0.00004696572,0.00002592802,0.00001140716,0.00002940794,0.00001499566,0.9976598,0.0008702667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001015168,4.355635e-7,0.000005625935,0.000005593218,0.001111592,0.000490611,0.9973212,0.0004154621,0.0006484416],"genre_scores_gemma":[7.873172e-7,0.0001519105,0.0003213882,0.001242526,0.001077516,0.00005016631,0.9966025,0.0002032573,0.0003499853],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7552077,"threshold_uncertainty_score":0.9994109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025280941753594,"score_gpt":0.2550595686481311,"score_spread":0.2297786268945371,"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."}}