{"id":"W2139886332","doi":"10.1145/1027527.1027674","title":"SwarmArt","year":2004,"lang":"en","type":"article","venue":"","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Realization (probability); Context (archaeology); Human–computer interaction; Swarm behaviour; Multimedia; Computer graphics (images); Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001524343,0.0000340218,0.00002927311,0.00001232309,0.00001038742,0.000007469776,0.00004208851,0.00001403321,0.0003064161],"category_scores_gemma":[0.000001328597,0.00002866591,0.00001298832,0.00003421428,0.000004841577,0.00003093517,0.000004264582,0.00003059904,0.0005522739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000121395,"about_ca_system_score_gemma":0.000002267968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001093952,"about_ca_topic_score_gemma":0.000006142292,"domain_scores_codex":[0.9998088,6.185788e-7,0.00004333219,0.0000359912,0.00003574101,0.00007544229],"domain_scores_gemma":[0.9998966,0.000001652705,0.000001237832,0.00007051729,0.000004565016,0.00002541487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[6.66305e-7,0.00001351008,0.0001082113,0.00001637868,0.00001473402,0.00001338201,0.0001860346,0.9028959,0.006323758,0.0589342,0.00340587,0.02808738],"study_design_scores_gemma":[0.0004466707,0.00005005964,0.001778872,0.00002771377,0.000008712214,0.00004522159,0.00009680248,0.02555154,0.7972365,0.02162982,0.1524819,0.0006462499],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07668623,0.000144542,0.7386484,0.0001029174,0.0002952986,0.00004108635,3.420195e-7,0.0005008482,0.1835804],"genre_scores_gemma":[0.9961382,0.0000292671,0.003310081,0.00007485685,0.00002791781,0.000001798349,4.554333e-7,0.000006828007,0.0004106247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.919452,"threshold_uncertainty_score":0.7098548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007526980577372291,"score_gpt":0.1857207153043342,"score_spread":0.178193734726962,"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."}}