{"id":"W4398990490","doi":"10.7910/dvn/v1rjpf/gomt77","title":"cbb20160106_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":[0.0004691767,0.001045844,0.00105418,0.0004592514,0.0002125124,0.0003184569,0.002613324,0.0007510755,0.7656986],"category_scores_gemma":[0.001123425,0.001089877,0.0003648268,0.0006576651,0.000307651,0.0006853393,0.00201869,0.001525198,0.9997638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500969,"about_ca_system_score_gemma":0.0005368034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007027833,"about_ca_topic_score_gemma":0.0003405023,"domain_scores_codex":[0.9950704,0.0003069435,0.000797409,0.001565472,0.001256262,0.00100354],"domain_scores_gemma":[0.9945281,0.0001478172,0.0006419779,0.00373774,0.0001541451,0.0007901763],"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":[0.0001858991,0.0001595468,0.000002043362,0.0002648783,0.0002982049,0.001203887,0.00002019503,0.000002828396,0.0001256462,0.00003484289,0.9976171,0.00008494598],"study_design_scores_gemma":[0.001052272,0.00009242091,0.0000118757,0.0001515208,0.0006305039,0.00007043095,0.00004724771,0.00001697988,0.00004696875,0.00002181123,0.996691,0.001166933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001413481,9.510186e-8,0.00001188647,0.000002110298,0.001470799,0.0006960994,0.9964612,0.0005223744,0.0008340181],"genre_scores_gemma":[0.000001063187,0.0002389959,0.0004501184,0.001379492,0.00139154,0.00008113518,0.9955314,0.0002696805,0.0006565244],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2340652,"threshold_uncertainty_score":0.9991552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417755824756727,"score_gpt":0.254067136642139,"score_spread":0.2298895783945717,"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."}}