{"id":"W4398932066","doi":"10.7910/dvn/v1rjpf/fpftrl","title":"cbb20150509_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":[0.0004907566,0.001051415,0.001070801,0.0004604032,0.0002063167,0.0003259172,0.002626282,0.0007415956,0.6831874],"category_scores_gemma":[0.001148188,0.001115467,0.0003575524,0.0006902088,0.0002960482,0.0006878121,0.002045748,0.001529214,0.9997183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003679503,"about_ca_system_score_gemma":0.0005304338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007185087,"about_ca_topic_score_gemma":0.000351053,"domain_scores_codex":[0.9950136,0.0003156968,0.0007999532,0.001565447,0.001303293,0.001002024],"domain_scores_gemma":[0.9944796,0.0001392833,0.000641407,0.003761502,0.0001617872,0.0008164526],"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":[0.0001873249,0.00016257,0.000002342805,0.000269815,0.0003005679,0.00124006,0.00002169638,0.000003558099,0.0001018051,0.00003252861,0.9976029,0.00007478026],"study_design_scores_gemma":[0.00105014,0.00009592322,0.0000123984,0.0001409462,0.0006496616,0.00007212771,0.00005429254,0.00001979195,0.00003953157,0.00002218235,0.996671,0.001171958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001499349,1.103747e-7,0.00001058159,0.000002401529,0.001441683,0.0007018409,0.9964786,0.0005256362,0.0008376777],"genre_scores_gemma":[0.000001177228,0.0002179851,0.0004655093,0.001385919,0.001367582,0.00007988892,0.9956418,0.0002696138,0.0005704738],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3165309,"threshold_uncertainty_score":0.9991295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626927154383229,"score_gpt":0.2574184495138575,"score_spread":0.2311491779700252,"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."}}