{"id":"W6905694763","doi":"10.15454/5jhumf/en8btq","title":"DataSIBS.tab","year":2020,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Identification (biology); Population; Selection (genetic algorithm); Inheritance (genetic algorithm)","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":["metaresearch","metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005416746,0.001352357,0.001612355,0.0002711072,0.0001943387,0.0003782647,0.01712186,0.002549467,0.0015883],"category_scores_gemma":[0.01459538,0.001416998,0.0001641995,0.002367335,0.0003742727,0.00144207,0.006933505,0.007963303,0.274305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006378889,"about_ca_system_score_gemma":0.001314538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843518,"about_ca_topic_score_gemma":0.0007224033,"domain_scores_codex":[0.989915,0.002555377,0.001161237,0.003653042,0.001450332,0.001264978],"domain_scores_gemma":[0.9789678,0.00163884,0.0009103591,0.01768302,0.0001756684,0.00062434],"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":[0.00008773063,0.0001973706,0.000005433294,0.0006618449,0.0002803135,0.000233635,0.00002117845,0.000001853526,0.0001338692,0.000004389223,0.9945896,0.003782794],"study_design_scores_gemma":[0.0007188693,0.00005054337,0.0000292918,0.0003609052,0.0004334493,0.00004550887,0.00001830576,0.0001645386,0.0000719474,0.00009766485,0.9965233,0.001485671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[8.057544e-7,0.003337305,0.0001844281,0.0005616398,0.001212536,0.0009424149,0.9929702,0.0005510569,0.0002395927],"genre_scores_gemma":[1.616654e-7,0.004665422,0.01158443,0.002011335,0.002945934,0.00009458272,0.9776899,0.0003852086,0.0006229994],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2727167,"threshold_uncertainty_score":0.9999228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5764935132618335,"score_gpt":0.4627773752262403,"score_spread":0.1137161380355932,"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."}}