{"id":"W4402055592","doi":"10.1079/9781800623279.0058","title":"<i>Pilosella</i>spp., Hawkweeds / Piloselles (Asteraceae)","year":2024,"lang":"es","type":"book-chapter","venue":"CABI eBooks","topic":"Plant and fungal interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asteraceae; Botany; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001940317,0.0009505846,0.0007973555,0.0001125261,0.0005643288,0.0006998645,0.0006872745,0.0007897203,0.004634566],"category_scores_gemma":[0.00001775099,0.0004450507,0.0007753388,0.00006317998,0.0003870318,0.0001263706,0.0003482429,0.001284657,0.01541552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008542991,"about_ca_system_score_gemma":0.00003666978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002154498,"about_ca_topic_score_gemma":0.000444671,"domain_scores_codex":[0.9968691,0.00004627448,0.0007818695,0.001098943,0.0004915404,0.0007122623],"domain_scores_gemma":[0.9984109,0.0004848624,0.0002919067,0.0002520846,0.0001708275,0.0003893671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002713735,0.0002295029,0.0002083702,0.0003707966,0.0009202834,0.0007950299,0.0005183632,0.000001652233,0.276033,0.5002876,0.02255675,0.1978073],"study_design_scores_gemma":[0.0001593634,0.0004283849,0.0001023522,0.0009791288,0.0003218798,0.0001778077,0.0001655516,0.00003423144,0.002695298,0.01226897,0.9816785,0.0009885172],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01678914,0.002387667,7.294015e-7,0.001358851,0.003027367,0.0005466904,0.001472359,0.0003308253,0.9740864],"genre_scores_gemma":[0.08108923,0.0006726231,0.00002358316,0.0005288057,0.003322402,0.00002899287,0.0003649775,0.00002225028,0.9139472],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9591218,"threshold_uncertainty_score":0.9998001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268875365915459,"score_gpt":0.2309435896969032,"score_spread":0.1982548360377486,"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."}}