{"id":"W305037496","doi":"10.21236/ada435127","title":"Swarming in Two and Three Dimensions","year":2005,"lang":"en","type":"report","venue":"","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Swarming (honey bee); Geography; Biology; Ecology","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":[0.0002888919,0.0004923323,0.0003520152,0.0005927486,0.0006454847,0.002632591,0.0004631185,0.0008195598,0.003403432],"category_scores_gemma":[0.001124024,0.000233227,0.0006136044,0.0003608225,0.00176132,0.001508151,0.001407458,0.0009494305,0.0004857391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008174022,"about_ca_system_score_gemma":0.0007588295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006164412,"about_ca_topic_score_gemma":0.003658451,"domain_scores_codex":[0.999769,0.0000629717,0.00001191649,0.00003115037,0.00008018075,0.00004473699],"domain_scores_gemma":[0.9996181,0.000112308,0.0000751039,0.00005206236,0.00007244941,0.00007006819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004068287,0.0000309282,0.0009432138,0.00009120159,0.00002677445,0.000185514,0.0004719002,0.1059773,0.001975697,0.8711054,0.007070873,0.01208052],"study_design_scores_gemma":[0.00003709885,0.00005175496,0.001415098,0.00004699664,0.00001395213,0.0001525753,0.0004777847,0.4138522,0.0003436556,0.5288699,0.05466956,0.00006947899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1863472,0.0111265,0.4976664,0.01378526,0.003150771,0.0001520369,0.0009504117,0.001067198,0.2857542],"genre_scores_gemma":[0.8645218,0.004180581,0.08666484,0.0008138199,0.0004769498,0.0002045611,0.0003673343,0.00009440575,0.04267576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006164412,"threshold_uncertainty_score":0.01225704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04006010365894259,"score_gpt":0.3019561912761153,"score_spread":0.2618960876171728,"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."}}