{"id":"W2500353571","doi":"10.1017/cbo9781139060660.004","title":"THE FLOWERING SHRUBS OF CENTRAL CANADA","year":2011,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Forestry; Computer science","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":[0.000103822,0.0003673552,0.000252877,0.001823664,0.00509887,0.001476923,0.000730651,0.0001988105,0.01774354],"category_scores_gemma":[0.0002076804,0.0001776816,0.0001539048,0.004629219,0.001197229,0.0003318831,0.0004835655,0.0005105617,0.001625656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01870729,"about_ca_system_score_gemma":0.02723487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879332,"about_ca_topic_score_gemma":0.9982667,"domain_scores_codex":[0.9998438,0.000004608667,0.00000298989,0.000019924,0.00007073474,0.00005790631],"domain_scores_gemma":[0.9998513,0.00001088311,0.000007540966,0.000006632943,0.00007472794,0.00004883585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001904238,0.00003863364,0.01737927,0.001355171,0.00004405713,0.001598816,0.02035538,0.0007002212,0.006385801,0.04507653,0.1581458,0.7487299],"study_design_scores_gemma":[0.000006581555,0.00001663035,0.07771112,0.0002485318,0.00001862537,0.0004033206,0.004063802,0.0001401485,0.0004698223,0.001258163,0.915638,0.00002523709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.161418,0.1045285,0.001136328,0.002357742,0.0005797611,0.0001599149,0.009626023,0.0003499611,0.7198437],"genre_scores_gemma":[0.4206883,0.04615178,0.002132004,0.0005208855,0.00009363362,0.000034767,0.003242061,0.0001639406,0.5269726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01870729,"threshold_uncertainty_score":0.1357315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02696432341743639,"score_gpt":0.1580137409749686,"score_spread":0.1310494175575323,"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."}}