{"id":"W7034428644","doi":"","title":"Testing a trait-based model of fern community assembly","year":2011,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fern; Understory; Relative species abundance; Abundance (ecology); Environmental data; Statistical hypothesis testing","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":[0.01100169,0.0007119434,0.0006064189,0.0007077907,0.0008652536,0.001359986,0.00146365,0.0009707595,0.002187495],"category_scores_gemma":[0.02919545,0.000447185,0.001372498,0.0004981293,0.00113698,0.001399582,0.0009320115,0.001040969,0.0002918903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001766753,"about_ca_system_score_gemma":0.001104724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009802274,"about_ca_topic_score_gemma":0.006072616,"domain_scores_codex":[0.9966336,0.002111812,0.0001037421,0.0007608422,0.0001711416,0.0002189682],"domain_scores_gemma":[0.9679777,0.027209,0.001597216,0.001600958,0.0009290324,0.000686031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001803554,0.0005450729,0.2418919,0.0001224818,0.0006519905,0.0002929911,0.0006792507,0.7080657,0.004940224,0.01157994,0.00093281,0.02849402],"study_design_scores_gemma":[0.00003255276,0.0002154482,0.01435913,0.000006365694,0.00002092744,0.00003153146,0.00008382423,0.9797748,0.0004853973,0.004878483,0.0000962562,0.00001521895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593705,0.00002520343,0.03907136,0.0002430291,0.00001134975,0.00003604974,0.0002766619,0.00007738508,0.0008884639],"genre_scores_gemma":[0.9905956,0.00001022306,0.00876109,0.00004725071,0.00000855397,0.00003410059,0.0003022536,0.00001415079,0.0002268594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100169,"threshold_uncertainty_score":0.05818319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05646938648637868,"score_gpt":0.2711224129169433,"score_spread":0.2146530264305646,"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."}}