{"id":"W2343594205","doi":"10.1101/050773","title":"Urbanization drives parallel adaptive clines in plant populations","year":2016,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amgen (Canada); University of Toronto","funders":"","keywords":"Urbanization; Herbivore; Ecology; Trifolium repens; Biology; Adaptive evolution; Abundance (ecology); Biodiversity; Pollinator; Geography; Pollination","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":[0.0002738921,0.0001529537,0.0002793712,0.0006807065,0.0003470815,0.0005003657,0.0002777448,0.0002801319,0.001131378],"category_scores_gemma":[0.0005982307,0.0002093521,0.0001872889,0.0004625117,0.0005494593,0.0002159642,0.0004853001,0.0003464922,0.0001139253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003872121,"about_ca_system_score_gemma":0.000163009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567774,"about_ca_topic_score_gemma":0.004459385,"domain_scores_codex":[0.9997428,0.00006372471,0.00001215304,0.0001095752,0.00003670699,0.00003500111],"domain_scores_gemma":[0.9994801,0.0001244594,0.0001499606,0.0001030253,0.00007883452,0.00006356862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005105485,0.0001894151,0.5055033,0.00006431157,0.0002136193,0.0003938301,0.001393547,0.003567171,0.4707949,0.001261765,0.0006192796,0.01548839],"study_design_scores_gemma":[0.00001564283,0.00006553378,0.9926318,0.000004403673,0.00001466352,0.0001301032,0.000443087,0.002794849,0.00295886,0.0003355996,0.0005888028,0.00001677957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994732,0.00001170172,0.0002390214,0.000008863318,8.961977e-7,0.000002730905,0.00003858085,0.000009464602,0.000215528],"genre_scores_gemma":[0.9995659,0.00001132921,0.0002060012,0.00001367832,0.00000144718,0.000006638985,0.00008776486,0.000005573306,0.0001018196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001567774,"threshold_uncertainty_score":0.003784835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04133361906921359,"score_gpt":0.2413031352975533,"score_spread":0.1999695162283397,"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."}}