{"id":"W4399118838","doi":"10.21203/rs.3.rs-4360933/v1","title":"Natural resource pulses influence social-network dynamics: experimental evidence from a tree cavity-dependent bird community","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Environment and Climate Change Canada","funders":"","keywords":"Tree (set theory); Resource (disambiguation); Dynamics (music); Natural resource; Natural (archaeology); Social dynamics; Computer science; Statistical physics; Geography; Physics; Ecology; Acoustics; Artificial intelligence; Biology; Mathematics; Computer network","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000519028,0.0001542783,0.0001682494,0.0002245778,0.0003577191,0.0004606064,0.0004996665,0.0002792224,0.001327006],"category_scores_gemma":[0.001724647,0.0001777423,0.0001493853,0.0001915644,0.0004994774,0.0002563564,0.0003506108,0.000256237,0.0001085645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001499332,"about_ca_system_score_gemma":0.0006774825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1136818,"about_ca_topic_score_gemma":0.3056043,"domain_scores_codex":[0.9997866,0.00008319358,0.00000856032,0.00005009686,0.00003064446,0.00004091744],"domain_scores_gemma":[0.9984383,0.0006349355,0.0003427704,0.0001572823,0.000135577,0.0002911025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001676849,0.001835574,0.9145957,0.00009517638,0.0002869272,0.0002139468,0.001793498,0.01908196,0.04474748,0.0003880161,0.0008220488,0.01446285],"study_design_scores_gemma":[0.00005252218,0.000622719,0.9646868,0.000006833711,0.00004840222,0.00004003939,0.0008160907,0.03180487,0.001347071,0.000135898,0.0004189734,0.00001988649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99981,0.000004306372,0.00006028489,0.000005229569,2.887823e-7,0.000004064485,0.0000399135,0.000001763735,0.00007413789],"genre_scores_gemma":[0.9994554,0.00001055317,0.0002483395,0.000006738475,5.900622e-7,0.00001387478,0.0001356725,0.000001395373,0.000127491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1136818,"threshold_uncertainty_score":0.2260401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1408205105836164,"score_gpt":0.3682275722803489,"score_spread":0.2274070616967326,"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."}}