{"id":"W2949344128","doi":"10.1371/journal.pone.0114674","title":"A Continuum of Specialists and Generalists in Empirical Communities","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep Marie-Victorin; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Agentúra na Podporu Výskumu a Vývoja; Agence Nationale de la Recherche; Canada Research Chairs; Fonds Québécois de la Recherche sur la Nature et les Technologies; James S. McDonnell Foundation","keywords":"Generalist and specialist species; Ecology; Pollinator; Herbivore; Biology; Diversity (politics); Ecological network; Biodiversity; Community; Ecosystem; Habitat; Pollination; Sociology","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":[0.002922291,0.0001775791,0.000392175,0.002610679,0.0013329,0.0018117,0.0004734674,0.0006362925,0.002267878],"category_scores_gemma":[0.01447104,0.0003256717,0.0003519513,0.001043721,0.004087979,0.002620426,0.002363143,0.0004993249,0.0001368915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005487441,"about_ca_system_score_gemma":0.0002163806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007340963,"about_ca_topic_score_gemma":0.001860006,"domain_scores_codex":[0.9975818,0.0009602358,0.0001290873,0.0007411244,0.0003461179,0.0002416455],"domain_scores_gemma":[0.9842482,0.01028431,0.002046264,0.001727082,0.0006223523,0.00107181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005644459,0.000112409,0.8716151,0.0002988707,0.0003932994,0.0005257849,0.0180607,0.004463962,0.02180582,0.04401542,0.0006088704,0.03753543],"study_design_scores_gemma":[0.00004707655,0.0001925131,0.8777906,0.00009073039,0.0001221631,0.002164108,0.01108508,0.01802633,0.001812586,0.08578359,0.002825653,0.0000595649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932784,0.0001868121,0.004292712,0.0002037602,0.000001581269,0.000006334314,0.00005663438,0.00001812254,0.001955672],"genre_scores_gemma":[0.9989188,0.00003357193,0.000870346,0.0000240718,0.000003572999,0.000006556827,0.00004276975,0.000003113107,0.000097263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002922291,"threshold_uncertainty_score":0.01545477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.386048747900089,"score_gpt":0.2571218616400301,"score_spread":0.1289268862600588,"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."}}