{"id":"W2022675645","doi":"10.1098/rspb.2001.1721","title":"Self–organized dynamics in spatially structured populations","year":2001,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dynamics (music); Economic geography; Statistical physics; Geography; Computer science; Psychology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003284095,0.0001013261,0.0002104925,0.0004908784,0.0003272562,0.0008744839,0.0003348863,0.0004024091,0.0008035991],"category_scores_gemma":[0.002380727,0.0001592241,0.0002638612,0.0003008813,0.0009914497,0.0009382233,0.0005032612,0.0002410548,0.0001063534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000617602,"about_ca_system_score_gemma":0.0002974756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969186,"about_ca_topic_score_gemma":0.001840142,"domain_scores_codex":[0.9998436,0.0000540792,0.000008686131,0.00003236928,0.00003366229,0.00002764174],"domain_scores_gemma":[0.9991866,0.0002879179,0.0002635379,0.00008534212,0.00009447727,0.000082067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005992493,0.00007194373,0.0301764,0.000103645,0.0001622434,0.0009010569,0.001497379,0.4934648,0.01570068,0.4397622,0.001659402,0.01644021],"study_design_scores_gemma":[0.00002551983,0.00003062547,0.01185113,0.00001403506,0.00002165442,0.0002096462,0.0003041094,0.7717621,0.0007208835,0.213547,0.001494712,0.00001865007],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370791,0.0003601308,0.05765632,0.0003512396,0.00001197686,0.00001474487,0.00005121232,0.0000713198,0.00440399],"genre_scores_gemma":[0.9968707,0.0001076625,0.002354834,0.00002237403,0.000009553783,0.00001110597,0.00002492086,0.000005609389,0.0005933511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002969186,"threshold_uncertainty_score":0.00590378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475488003294787,"score_gpt":0.2545007336014091,"score_spread":0.2297458535684612,"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."}}