{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001452415,0.001083334,0.0009887612,0.002078518,0.001229075,0.001751835,0.00265623,0.001761348,0.05301067],"category_scores_gemma":[0.0053813,0.0005155111,0.0008156605,0.004932005,0.0004558536,0.001002173,0.001728735,0.001738844,0.05752612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261267,"about_ca_system_score_gemma":0.002403454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02353933,"about_ca_topic_score_gemma":0.05691462,"domain_scores_codex":[0.9988769,0.0001689038,0.0001260672,0.0004106258,0.0002567713,0.0001607887],"domain_scores_gemma":[0.9981171,0.0004026898,0.0001912721,0.0004344347,0.0006734704,0.0001810852],"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":[0.0001411616,0.00002479543,0.002281961,0.001000075,0.00004246201,0.00004744683,0.00009697725,0.0003724125,0.0007862574,0.001010629,0.9899679,0.004227997],"study_design_scores_gemma":[0.0001877567,0.00002475224,0.0101281,0.0003453442,0.00003871836,0.00006545322,0.0001514751,0.000168657,0.0006676212,0.001361276,0.9868243,0.00003649042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002915997,0.00006325712,0.00008940024,0.00004415443,0.0000164565,0.00001283993,0.9984254,0.0001328984,0.0009241081],"genre_scores_gemma":[0.0005748905,0.00004041105,0.0004360906,0.00008221283,0.000005142126,0.0001009098,0.9980273,0.00008081521,0.0006523234],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05301067,"threshold_uncertainty_score":0.1773384,"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."}}