{"id":"W2767054023","doi":"10.1098/rsos.170293","title":"Bioclimatic niches are conserved and unrelated to pollination syndromes in Antillean Gesneriaceae","year":2017,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Plant and Fungal Species Descriptions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ecological niche; Niche; Gesneriaceae; Biology; Abiotic component; Ecology; Reproductive isolation; Pollination; Genetic algorithm; Biotic component; Environmental niche modelling; Evolutionary biology; Pollen; Habitat; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002586142,0.0002216018,0.0002588081,0.000782465,0.0002344117,0.000266816,0.0002040441,0.0002038155,0.0006582506],"category_scores_gemma":[0.000418421,0.0001097908,0.0002988863,0.0004467758,0.0003555186,0.0002900242,0.000351329,0.0001656479,0.0001222608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000362593,"about_ca_system_score_gemma":0.00008913616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812886,"about_ca_topic_score_gemma":0.006951181,"domain_scores_codex":[0.9998699,0.00003824602,0.000009208126,0.00005276682,0.0000112447,0.0000186849],"domain_scores_gemma":[0.9997472,0.0000823407,0.00009594954,0.00002867124,0.00001968938,0.00002617414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004533687,0.00006303367,0.6407176,0.0001963007,0.0001798831,0.0001899267,0.001395983,0.002053571,0.3376664,0.0003938505,0.0001139311,0.01657618],"study_design_scores_gemma":[0.000003550202,0.00002275626,0.9980124,0.000002767659,0.00001134801,0.00007925698,0.00008927467,0.0008793088,0.0005304036,0.00005593943,0.0003083166,0.000004792469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993091,0.0001328156,0.0002267357,0.000006316675,4.9473e-7,0.000001625022,0.00006119054,0.00001073493,0.0002509879],"genre_scores_gemma":[0.9994316,0.00003541337,0.0003463741,0.000005627151,6.646102e-7,0.000004118275,0.0001136117,0.00000547622,0.00005707588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002812886,"threshold_uncertainty_score":0.005593002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0325633041943393,"score_gpt":0.3005780309807531,"score_spread":0.2680147267864139,"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."}}