{"id":"W3153573021","doi":"10.3390/jof7040299","title":"What Are the Best Parents for Hybrid Progeny? An Investigation into the Human Pathogenic Fungus Cryptococcus","year":2021,"lang":"en","type":"article","venue":"Journal of Fungi","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Genetics; Phenotypic trait; Phenotype; Genetic architecture; Adaptation (eye); Cryptococcus; Fungus; Genetic divergence; Genetic variation; Hybrid; Gene; Genetic diversity; Botany","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004851958,0.0001150372,0.0002380244,0.00005186868,0.0004890249,0.0001334659,0.0001086972,0.00003636055,0.00001939588],"category_scores_gemma":[0.0001897568,0.00005874146,0.0002179522,0.0001546755,0.00007788061,0.0002722628,0.00003624062,0.0002587964,0.000006494151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007001634,"about_ca_system_score_gemma":0.0001332515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001007343,"about_ca_topic_score_gemma":0.00007951418,"domain_scores_codex":[0.9989977,0.00009466722,0.000383607,0.0001179556,0.0002527784,0.0001532265],"domain_scores_gemma":[0.9984753,0.0001232576,0.0003143354,0.0002451523,0.0007393706,0.000102568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003475961,0.001341448,0.6105248,0.000429525,0.0018438,0.0004642642,0.01525331,0.0001097908,0.2725385,0.001193332,0.01479515,0.08115853],"study_design_scores_gemma":[0.007703775,0.008251127,0.575599,0.003334618,0.003894908,0.004801142,0.1809289,0.0006989641,0.1175915,0.01735361,0.07900267,0.0008398143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793975,0.01582512,0.00005130799,0.003522007,0.0007545151,0.0003858881,0.000004703565,0.000008266673,0.00005071139],"genre_scores_gemma":[0.99635,0.001205078,0.0002988993,0.000778393,0.0009575993,0.00004697429,0.00001100377,0.00001606103,0.0003359214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1656756,"threshold_uncertainty_score":0.3761233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04598198901309826,"score_gpt":0.3237412074428361,"score_spread":0.2777592184297378,"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."}}