{"id":"W4366406464","doi":"10.2139/ssrn.4423633","title":"Plant-Bird Interactions Vary with Microhabitats and Seasons in a Californian Dryland","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Guild; Ecology; Species richness; Habitat; Trophic level; Abundance (ecology); Biodiversity; Biology; Keystone species; Transect; Plant community; Geography","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":[0.0001628802,0.0001727194,0.000252796,0.0005260018,0.0007099991,0.0005514764,0.0003421186,0.0001772045,0.001441647],"category_scores_gemma":[0.000261959,0.0001996324,0.0001422767,0.0004551852,0.0004879478,0.0001940192,0.000377186,0.000192013,0.0001648599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007036542,"about_ca_system_score_gemma":0.0002523616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1531952,"about_ca_topic_score_gemma":0.4291941,"domain_scores_codex":[0.9999188,0.00001187344,0.000003839164,0.00003885984,0.00000767527,0.00001899195],"domain_scores_gemma":[0.999769,0.00005144862,0.00005776745,0.00001651965,0.00003415298,0.00007098325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000391487,0.0001973568,0.9871782,0.00003187271,0.00009915039,0.0001345468,0.001573981,0.0003252167,0.004948892,0.00005408825,0.0005921422,0.004472985],"study_design_scores_gemma":[0.000005137933,0.00001674047,0.9992545,0.000001472579,0.000008862072,0.0000164737,0.000383112,0.0001178988,0.00004155992,0.000005805059,0.0001468702,0.000001552623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996414,0.0000171157,0.00001437629,0.000005873391,5.199515e-7,0.00000145569,0.0001292645,0.000001549146,0.0001884955],"genre_scores_gemma":[0.9991608,0.00002429289,0.00009285708,0.00001270347,0.000001190581,0.000004381197,0.0003182781,0.000002388061,0.0003832319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1531952,"threshold_uncertainty_score":0.304607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009477890129463018,"score_gpt":0.2366922987979899,"score_spread":0.2272144086685269,"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."}}