{"id":"W4416226544","doi":"10.1101/2025.11.14.688412","title":"Social Information Quality and Environmental Volatility Shape Collective Foraging Behavior","year":2025,"lang":"","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Diffusion and Search Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Foraging; Volatility (finance); Collective behavior; Stochastic game; Private information retrieval; Social learning; Social relation; Social cue; Social animal","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001107007,0.0007662202,0.0007052719,0.0002473253,0.0008149241,0.0004014568,0.0005169975,0.001165408,0.00007276953],"category_scores_gemma":[0.0002825535,0.0009361901,0.000290927,0.000310951,0.000536117,0.00007001482,0.001686524,0.0008680886,0.00001100161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005630957,"about_ca_system_score_gemma":0.001285564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004753951,"about_ca_topic_score_gemma":0.000006359008,"domain_scores_codex":[0.9960641,0.0004360049,0.001060625,0.001166423,0.0005391494,0.0007337363],"domain_scores_gemma":[0.9977383,0.00004673444,0.0006364443,0.0008828619,0.0003346149,0.0003610168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005406334,0.0008506729,0.07217643,0.0009661805,0.0004533979,0.0000096664,0.0001708276,0.00000923146,0.9237203,0.0005523145,0.0002564625,0.0002938636],"study_design_scores_gemma":[0.00272551,0.0002448075,0.8677063,0.0002172075,0.0003867456,4.278741e-8,0.0001266683,0.01524446,0.1002725,0.000006361228,0.01115608,0.001913292],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924167,0.0004512347,0.002038998,0.0001787406,0.0004877891,0.001526817,0.002764183,0.00006006876,0.00007543091],"genre_scores_gemma":[0.9973273,0.0008162468,0.0007612141,0.0004744172,0.0002035403,0.0003018715,0.00002295269,0.00004377478,0.00004870028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8234478,"threshold_uncertainty_score":0.9993089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540842129086849,"score_gpt":0.2631869232724892,"score_spread":0.2477785019816207,"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."}}