{"id":"W4394174006","doi":"10.6084/m9.figshare.21375534.v2","title":"BIOL3250 -- BIOBLITZ (DATA &amp; METADATA FOR FIELD EXPERIMENT).xlsx","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Statistical and Computational Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Field (mathematics); Computer science; World Wide Web; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001101447,0.0002966306,0.0003132315,0.0001340461,0.0002578635,0.0005500651,0.005694825,0.0001395132,0.3023665],"category_scores_gemma":[0.001775634,0.0002855101,0.0001059802,0.0002873435,0.00000486491,0.0005746925,0.005118786,0.0003142759,0.0007838198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004216173,"about_ca_system_score_gemma":0.0002446689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006476166,"about_ca_topic_score_gemma":0.00001903742,"domain_scores_codex":[0.9976502,0.00005924452,0.0003622322,0.00107222,0.0005006797,0.0003554209],"domain_scores_gemma":[0.9958177,0.001381743,0.0001843296,0.002366541,0.0001206005,0.0001291168],"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":[0.000005802755,0.00005862588,9.555554e-9,0.0001450075,0.00004051425,0.000009449738,0.000006471917,0.00003238716,4.822166e-7,0.0003618302,0.9958417,0.003497757],"study_design_scores_gemma":[0.0001802545,0.00006735096,3.256823e-7,0.0001537259,0.00001754509,0.00000828615,0.000002755551,0.01175118,0.000009640293,0.001329849,0.986114,0.0003651309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[1.583039e-8,0.0008138567,0.0716274,0.0003260552,0.0003782799,0.0003549236,0.9263901,0.00008490458,0.00002453337],"genre_scores_gemma":[5.731894e-7,0.000008494164,0.02496606,0.001521434,0.000246726,0.0006580311,0.9723934,0.00001486182,0.0001903962],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3015827,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2418211668103812,"score_gpt":0.3799860195009268,"score_spread":0.1381648526905457,"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."}}