{"id":"W2772856691","doi":"10.1111/evo.13410","title":"Greater pollination generalization is not associated with reduced constraints on corolla shape in Antillean plants","year":2017,"lang":"en","type":"article","venue":"Evolution","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université de Montréal; Espace pour la vie","funders":"Natural Sciences and Engineering Research Council of Canada; National Geographic Society","keywords":"Generalist and specialist species; Pollinator; Biology; Pollination; Hummingbird; Gesneriaceae; Morphometrics; Evolutionary biology; Selection (genetic algorithm); Ecology; Botany; Pollen; Habitat; Machine learning","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001070854,0.00008919575,0.0001057135,0.00001357805,0.0003956316,0.00005495219,0.0000937241,0.0000676904,0.0001022413],"category_scores_gemma":[0.0000554495,0.00003518526,0.00002031553,0.00005463701,0.00006598609,0.0001150314,0.00001895499,0.00004984426,0.00002188825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005774027,"about_ca_system_score_gemma":0.000004120703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001851535,"about_ca_topic_score_gemma":0.002304151,"domain_scores_codex":[0.999379,0.00003059099,0.0001011554,0.0001814428,0.0001498097,0.0001579601],"domain_scores_gemma":[0.9997975,0.00002346877,0.00009323611,0.00002209579,0.00003931774,0.00002437562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003475455,0.0001277009,0.6990114,0.000003115174,0.00002580582,0.00001640863,0.0002516032,0.00001385154,0.2736112,0.0004404996,0.001377785,0.02477308],"study_design_scores_gemma":[0.0002887619,0.000165291,0.9948562,0.00006477264,0.000003904815,0.000001793582,0.00004902757,0.0008253996,0.003534946,0.00004706865,0.00006058316,0.0001021976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968894,0.00001183403,0.000001219265,0.0008669893,0.00004757243,0.0001096982,0.00009750819,0.00002772509,0.001948123],"genre_scores_gemma":[0.9994991,0.00002174752,0.00000355728,0.0001063335,0.00008224794,0.000004026048,0.00006656763,6.405054e-7,0.0002157935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2958449,"threshold_uncertainty_score":0.3042918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06230094024478233,"score_gpt":0.234312457533277,"score_spread":0.1720115172884947,"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."}}