{"id":"W2186644883","doi":"10.1002/9781118735893.ch9","title":"Lichen Genomics","year":2013,"lang":"en","type":"other","venue":"","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Austrian Science Fund","keywords":"Lichen; Genomics; Biology; Data science; Computational biology; Proteomics; Ecology; Genome; Evolutionary biology; Computer science; Genetics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002437471,0.0001104181,0.0001426393,0.000006149278,0.00002107118,0.00002258972,0.000189481,0.0002913974,0.1719944],"category_scores_gemma":[0.000004790579,0.00002913528,0.00005086876,0.00004780168,0.00002261912,0.00001026762,0.00006097597,0.00007809504,0.008353626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001008336,"about_ca_system_score_gemma":0.000003169934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474265,"about_ca_topic_score_gemma":0.002256729,"domain_scores_codex":[0.9995352,0.00001440776,0.00007129644,0.000173207,0.00004388842,0.0001620121],"domain_scores_gemma":[0.9998219,0.00002785272,0.00004763835,0.0000353357,0.000006732529,0.00006055698],"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":[3.567739e-7,0.00001189573,0.0001570892,0.000001599226,0.00001110869,5.735783e-7,0.000002532929,4.528276e-9,0.002406361,0.0009814143,0.978783,0.01764414],"study_design_scores_gemma":[0.00001907944,0.0000342241,0.001552043,0.000002338711,0.000004207752,0.00000106031,0.00001353541,0.000003182402,0.00003127873,0.00007327148,0.9981451,0.0001206821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009362493,0.000221078,6.258973e-7,0.0005323589,0.00020007,0.0001516177,0.00002161724,0.0001964248,0.99774],"genre_scores_gemma":[0.0004016363,0.0001053558,0.0001419235,0.0009948895,0.00092269,0.0000138064,0.0000682669,0.000005286468,0.9973462],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1636408,"threshold_uncertainty_score":0.9924185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207762962773026,"score_gpt":0.1800784411359976,"score_spread":0.1680008115082673,"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."}}