{"id":"W2114866420","doi":"10.1162/leon_a_00087","title":"Artistic Exploration of the Worlds of Digital Developmental Swarms","year":2011,"lang":"en","type":"article","venue":"Leonardo","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Swarm behaviour; Rule-based machine translation; Computer science; Generative grammar; Grammar; Creativity; Human–computer interaction; Movement (music); Dynamics (music); Artificial intelligence; Visual arts; Aesthetics; Art; Sociology; Linguistics; Psychology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008978512,0.0003295028,0.0001704606,0.0008559684,0.001522137,0.003595491,0.0007476688,0.0006162901,0.005771552],"category_scores_gemma":[0.00194015,0.0002519402,0.000458387,0.0004787169,0.005243421,0.002755355,0.003647619,0.0009881092,0.0002864062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007972099,"about_ca_system_score_gemma":0.0004590579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000612205,"about_ca_topic_score_gemma":0.001051585,"domain_scores_codex":[0.9995649,0.0002327493,0.00001143122,0.00005240714,0.00009610016,0.00004241098],"domain_scores_gemma":[0.9992962,0.0003950898,0.0000328951,0.0001659256,0.00003096259,0.00007897923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000422458,0.00002576645,0.0007488333,0.0001407468,0.00002216964,0.0004635289,0.01239152,0.01768635,0.004862782,0.9228266,0.002771015,0.03801842],"study_design_scores_gemma":[0.00007708379,0.00009262229,0.002380129,0.0002235123,0.00003876028,0.001497827,0.01223167,0.06333085,0.006609733,0.6021159,0.3113199,0.00008198143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.292783,0.00235833,0.264932,0.004253238,0.0002509244,0.00009789144,0.0001121829,0.0005469775,0.4346655],"genre_scores_gemma":[0.9327224,0.0008045405,0.05115446,0.0001391736,0.00004799329,0.00006026612,0.00004921639,0.00008623342,0.01493557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005771552,"threshold_uncertainty_score":0.01930773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05869541176359626,"score_gpt":0.2121469650674968,"score_spread":0.1534515533039006,"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."}}