{"id":"W776872694","doi":"10.1017/cbo9780511609725.002","title":"Self-organized and self-assembled structures","year":2009,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Psychology","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":[0.0001192615,0.0004069704,0.0003240192,0.0004976241,0.0006261497,0.001816027,0.0005487872,0.00076558,0.01059037],"category_scores_gemma":[0.0003071715,0.0002608469,0.0001732082,0.0006651315,0.001173729,0.001760446,0.0007556893,0.0009363452,0.005146977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006700688,"about_ca_system_score_gemma":0.0004772216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003599308,"about_ca_topic_score_gemma":0.0006698316,"domain_scores_codex":[0.9998283,0.00001423478,0.000005358096,0.00003079005,0.0001056636,0.000015566],"domain_scores_gemma":[0.999933,0.00002064466,0.000006114667,0.00001268276,0.00001684819,0.00001074756],"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":[0.00001224373,0.00004086794,0.00009770127,0.0004354988,0.00001041063,0.00020167,0.0007710685,0.002059777,0.004594503,0.7773323,0.05991092,0.1545331],"study_design_scores_gemma":[0.000004823683,0.00001737452,0.0001119341,0.0001393072,0.000002588855,0.0002318288,0.00007909934,0.001376482,0.001170312,0.1635495,0.8333088,0.000007953698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009010267,0.1040274,0.04447177,0.002677682,0.001903634,0.0001662314,0.0004085494,0.0006966208,0.8366379],"genre_scores_gemma":[0.1114776,0.08196454,0.05232216,0.002071077,0.0009402334,0.0003071047,0.001001929,0.0002782767,0.7496371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01059037,"threshold_uncertainty_score":0.03542835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009558944233419898,"score_gpt":0.1720740660007231,"score_spread":0.1625151217673032,"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."}}