{"id":"W4394113078","doi":"10.6084/m9.figshare.12837500","title":"Cryoconite Holes Sequencing Data","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computational biology; Computer science; Biology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003101067,0.0003734814,0.0003376649,0.00008145596,0.00004439187,0.0001451562,0.002059459,0.0003377764,0.02867083],"category_scores_gemma":[0.001142788,0.00042487,0.00004814794,0.0001645451,0.000007906748,0.0004286337,0.001047498,0.0009167989,0.009056797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578151,"about_ca_system_score_gemma":0.00007477355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000014212,"about_ca_topic_score_gemma":0.00002735451,"domain_scores_codex":[0.998751,0.00001906568,0.0002426815,0.0004386913,0.0002202641,0.0003282439],"domain_scores_gemma":[0.9978731,0.0001025934,0.00007814943,0.001783623,0.00003599541,0.000126544],"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":[4.640198e-7,0.000001265587,3.066592e-8,0.000899397,0.00002556337,0.00007287069,0.000007244531,0.0005615889,0.0000166452,1.749653e-7,0.9981754,0.000239302],"study_design_scores_gemma":[0.00003492177,0.000006207187,6.173211e-7,0.00220892,0.00001629869,0.000006967705,0.000004222122,0.001385507,0.0002565935,0.00003070221,0.9956074,0.0004416557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[4.753741e-8,0.0006526818,0.0000299377,0.00001545619,0.0001047587,0.0002314653,0.9969209,0.001865774,0.000178982],"genre_scores_gemma":[0.000002908147,0.00008220157,0.002007586,0.0001879223,0.0003600209,0.0001011656,0.9971496,0.0000976872,0.00001085375],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01961404,"threshold_uncertainty_score":0.9998203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1201561452154702,"score_gpt":0.3007587959514602,"score_spread":0.1806026507359899,"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."}}