{"id":"W2162319555","doi":"10.1111/j.1466-8238.2012.00762.x","title":"A unified framework for diversity gradients: the adaptive trait continuum","year":2012,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Uppsala Universitet; McGill University; Harvard University","keywords":"Ecology; Biological dispersal; Biology; Species richness; Trait; Butterfly; Generalist and specialist species; Habitat; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004596023,0.0009740925,0.001001645,0.002686742,0.0009192356,0.004009216,0.00179277,0.001352296,0.005992273],"category_scores_gemma":[0.008801881,0.0004389689,0.001415502,0.001598511,0.005120563,0.003613592,0.00238739,0.002445233,0.0004532183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002046483,"about_ca_system_score_gemma":0.001009799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00477546,"about_ca_topic_score_gemma":0.00251707,"domain_scores_codex":[0.9967961,0.002047561,0.0001065901,0.0006574534,0.0002278044,0.0001645868],"domain_scores_gemma":[0.9948257,0.003497459,0.0006072591,0.0003852727,0.0003957835,0.000288517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002570149,0.00004399903,0.01247044,0.00012317,0.0001677286,0.0001721251,0.0009013093,0.02487358,0.0005538912,0.9358707,0.0009020867,0.02389525],"study_design_scores_gemma":[0.00001343923,0.00005211999,0.008768462,0.00006350844,0.00002683222,0.0001197696,0.0003039132,0.08799702,0.00004021207,0.8988925,0.003686842,0.00003533836],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06680431,0.002313968,0.9130851,0.004043308,0.0001023368,0.000100681,0.0007078328,0.0003413755,0.01250108],"genre_scores_gemma":[0.8588749,0.0007461112,0.1370499,0.0005411534,0.0002218905,0.0003944405,0.0002988641,0.00009858698,0.00177419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005992273,"threshold_uncertainty_score":0.02430642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112641474613418,"score_gpt":0.2261629153402044,"score_spread":0.2148987678788626,"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."}}