{"id":"W2125886961","doi":"10.1139/b07-031","title":"Assessing host specialization among aecial and telial hosts of the white pine blister rust fungus,<i>Cronartium ribicola</i>","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rocky Mountain Research Station; U.S. Forest Service","keywords":"Biology; Host (biology); Fungus; Colonization; Botany; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003318191,0.0001062968,0.0001544777,0.00007174791,0.0001851334,0.00006785331,0.0001304207,0.0001000571,0.00003736597],"category_scores_gemma":[0.0001155721,0.00007848432,0.00008491376,0.0001163571,0.0002115847,0.0000164056,0.00003520969,0.0001115627,3.942999e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003565667,"about_ca_system_score_gemma":0.0003247655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002583943,"about_ca_topic_score_gemma":0.02718852,"domain_scores_codex":[0.999176,0.00003200119,0.0003216572,0.0001101524,0.0001295568,0.0002306292],"domain_scores_gemma":[0.9991704,0.000007299045,0.0002612904,0.0001226065,0.0002265279,0.0002118272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007279211,0.00002666012,0.8178393,0.00002006593,0.00008338221,0.00005297008,0.0004341811,0.00001442144,0.167919,0.00006241808,0.00939186,0.004082929],"study_design_scores_gemma":[0.0004299367,0.0001184575,0.9387653,0.00006271484,0.00004660599,0.00007836754,0.0003851364,0.000003181008,0.01255253,0.000007445906,0.04742872,0.0001216205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943615,0.00174026,0.0005569732,0.0004166296,0.0007782911,0.00008051962,0.00002047465,8.565232e-7,0.002044476],"genre_scores_gemma":[0.9979676,0.00004630284,0.000124713,0.0002075963,0.001276257,2.767799e-7,0.000001839397,0.00001320743,0.000362234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1553665,"threshold_uncertainty_score":0.9905627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008303575288274372,"score_gpt":0.2278681360168496,"score_spread":0.2195645607285752,"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."}}