{"id":"W2793606814","doi":"10.3389/fgene.2018.00094","title":"Ploidy Variation in Kluyveromyces marxianus Separates Dairy and Non-dairy Isolates","year":2018,"lang":"en","type":"article","venue":"Frontiers in Genetics","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lallemand (Canada)","funders":"Seventh Framework Programme; Consejo Nacional de Ciencia y Tecnología; Science Foundation Ireland; Japan Science and Technology Corporation; European Commission","keywords":"Kluyveromyces marxianus; Kluyveromyces; Ploidy; Biology; Yeast; Variation (astronomy); Food science; Genetics; Saccharomyces cerevisiae; Gene; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.000125592,0.00009306481,0.0001382289,0.00004044674,0.00007715975,0.00004696173,0.00009819279,0.00008166586,0.00009882298],"category_scores_gemma":[0.00001497601,0.00004612778,0.00002474449,0.0003412525,0.00007567538,0.00007592539,0.00003056488,0.00006083047,0.00001245374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002285966,"about_ca_system_score_gemma":0.000004282083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001115673,"about_ca_topic_score_gemma":0.0008608571,"domain_scores_codex":[0.9992785,0.00006375672,0.0001934145,0.0002195846,0.00007869401,0.0001660277],"domain_scores_gemma":[0.9998044,0.00003302461,0.00005075999,0.00003987762,0.00002846361,0.00004348444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007302768,0.00008514123,0.8956046,0.000007616876,0.00002461135,0.0000042122,0.001938284,0.0001122881,0.07320565,0.00001190242,0.002687925,0.02624482],"study_design_scores_gemma":[0.0002189646,0.000154576,0.9779166,0.00001023168,0.00001140117,9.155192e-7,0.001150767,0.01540768,0.002347346,0.0009857726,0.001653886,0.000141853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985099,0.0002997944,0.0000911402,0.0003081549,0.0002154108,0.00009947907,0.000007131637,0.00001176403,0.0004571669],"genre_scores_gemma":[0.9965403,0.0003514256,0.002474093,0.0001994965,0.0001097428,0.000005114203,0.00001973782,8.403879e-7,0.0002992485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08231208,"threshold_uncertainty_score":0.1881036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124540415573564,"score_gpt":0.2178362016799631,"score_spread":0.2065907975242275,"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."}}