{"id":"W4398957390","doi":"10.7910/dvn/v1rjpf/zg8e7j","title":"snk20150523_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":"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004889069,0.001049135,0.001065424,0.0004600214,0.0002086367,0.0003246532,0.002629553,0.0007388614,0.817704],"category_scores_gemma":[0.001134185,0.001113938,0.000355305,0.0006864546,0.0002967714,0.0006721659,0.002040688,0.001521857,0.9996104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000363024,"about_ca_system_score_gemma":0.00054886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006810893,"about_ca_topic_score_gemma":0.0003672458,"domain_scores_codex":[0.9950731,0.000309668,0.0007970955,0.001560992,0.00126045,0.0009986701],"domain_scores_gemma":[0.9945121,0.0001353727,0.0006394523,0.003744669,0.0001630513,0.0008053672],"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":[0.0001839326,0.0001619274,0.000002165486,0.0002765115,0.0002959251,0.001166526,0.00002198577,0.000003667118,0.0001214476,0.0000328673,0.997655,0.00007800153],"study_design_scores_gemma":[0.001055741,0.00009196866,0.00001274822,0.0001422184,0.000651237,0.00007104751,0.00005088174,0.00001879207,0.00004329467,0.00001951392,0.9966729,0.001169633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001513542,1.32033e-7,0.00001010638,0.000002449634,0.001442306,0.0007022647,0.99646,0.0005255712,0.000855725],"genre_scores_gemma":[0.000001256132,0.0002158515,0.0004597889,0.00141735,0.001346483,0.00007335186,0.9956943,0.0002659979,0.0005256064],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1819063,"threshold_uncertainty_score":0.9991311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658341319828036,"score_gpt":0.2579041175169673,"score_spread":0.2313207043186869,"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."}}