{"id":"W4405931783","doi":"10.1007/978-981-97-8784-5_5","title":"Biosystematics of Anthosachne","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001451541,0.0003092129,0.0002308778,0.0005121991,0.0003909246,0.001261225,0.000521793,0.0003586686,0.006415966],"category_scores_gemma":[0.0001688917,0.0001580926,0.0001928699,0.000788952,0.001245711,0.0008452325,0.0004111222,0.001050722,0.0008873622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120108,"about_ca_system_score_gemma":0.0004408472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002229358,"about_ca_topic_score_gemma":0.003001843,"domain_scores_codex":[0.9999335,0.0000186587,0.000002731236,0.00002060887,0.00001832846,0.000006098207],"domain_scores_gemma":[0.9999558,0.00001932214,0.000005452743,0.000006523993,0.000007132888,0.000005710835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002190782,0.0000130277,0.0006483138,0.0002573544,0.00002094214,0.0001605536,0.0003355074,0.004747195,0.01371068,0.8064532,0.006689532,0.1669418],"study_design_scores_gemma":[0.000005372119,0.00004664946,0.009585199,0.0001209319,0.00001740613,0.0008023098,0.0002793135,0.005609177,0.004319267,0.3867406,0.5924537,0.00002006301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04335074,0.12121,0.1161979,0.003229868,0.00107441,0.00007886315,0.0004271739,0.0002548423,0.7141762],"genre_scores_gemma":[0.4341837,0.07055042,0.04868015,0.0009660139,0.001055866,0.0001390319,0.0007086596,0.0002247103,0.4434914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006415966,"threshold_uncertainty_score":0.02146351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605942875192085,"score_gpt":0.1719833239933329,"score_spread":0.145923895241412,"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."}}