{"id":"W3195367546","doi":"10.1201/9780429046483-24","title":"Weedy Thistles of the Western United States","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Agronomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004387983,0.0002805301,0.00007038725,0.000506153,0.0009450156,0.0006285096,0.0001785074,0.0002532165,0.03111257],"category_scores_gemma":[0.0000709511,0.00009158731,0.00008077438,0.0005481092,0.0002380117,0.0005407474,0.0004335472,0.0003670372,0.003829353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006041267,"about_ca_system_score_gemma":0.0006023963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04272416,"about_ca_topic_score_gemma":0.2336485,"domain_scores_codex":[0.9999797,0.000002055971,7.577748e-7,0.000004831517,0.000008984157,0.000003694792],"domain_scores_gemma":[0.9999832,0.000002693396,0.000001990443,0.000001063554,0.000006891149,0.000004131061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002305978,0.00005026114,0.002209387,0.0002856193,0.000004950842,0.0004521411,0.002935195,0.0002292564,0.00211898,0.05177582,0.6368529,0.3030624],"study_design_scores_gemma":[0.000001319427,0.000008961713,0.002378143,0.00008120812,0.000001811773,0.0001193527,0.0003520619,0.00003824961,0.0001077104,0.0007470993,0.9961622,0.000001955126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01523043,0.02269828,0.0004560338,0.002070563,0.0009439647,0.00003657828,0.0003738644,0.0001064866,0.9580838],"genre_scores_gemma":[0.05153185,0.02597765,0.0009974606,0.0009386822,0.0001676384,0.00003498077,0.0006078677,0.00005481824,0.9196891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04272416,"threshold_uncertainty_score":0.1040819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06728763035487964,"score_gpt":0.1986754083600535,"score_spread":0.1313877780051739,"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."}}