{"id":"W4398944711","doi":"10.7910/dvn/v1rjpf/w26qpu","title":"mea20170416_03.txt.gz","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Chemistry","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":[0.0005221354,0.001052231,0.001092815,0.0004529348,0.0002312515,0.0003373935,0.002791972,0.000736983,0.7333814],"category_scores_gemma":[0.001270341,0.001111093,0.0003693249,0.0006174353,0.0003031018,0.0006994553,0.002055246,0.001498662,0.9996511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003637667,"about_ca_system_score_gemma":0.0005147551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007281659,"about_ca_topic_score_gemma":0.0004218045,"domain_scores_codex":[0.9949642,0.0003260718,0.0007891637,0.001575058,0.001357036,0.0009884804],"domain_scores_gemma":[0.9942676,0.000138826,0.0006724797,0.003963499,0.0001675068,0.000790023],"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":[0.0001858013,0.0001482662,0.000001681464,0.0002695177,0.0003301127,0.001183196,0.00002330657,0.000003478411,0.000122761,0.00003368278,0.9976019,0.00009634507],"study_design_scores_gemma":[0.001035538,0.00008443807,0.0000116637,0.0001464062,0.0007105967,0.0000714315,0.00004889351,0.00002120063,0.00005313586,0.00002344955,0.9966293,0.00116395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001182375,1.122905e-7,0.00001183559,0.000002379787,0.0014434,0.0007103788,0.9963667,0.0005154204,0.000948549],"genre_scores_gemma":[0.00000125736,0.0002451768,0.0004983928,0.001314327,0.001303781,0.00007561302,0.9957809,0.0002646954,0.0005158234],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2662697,"threshold_uncertainty_score":0.9991339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822141353694597,"score_gpt":0.2584621885826931,"score_spread":0.2302407750457471,"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."}}