{"id":"W1528042054","doi":"10.1109/cicc.2005.1568614","title":"Emerging technologies for unique applications","year":2006,"lang":"en","type":"article","venue":"","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000220961,0.00004277991,0.0000391882,0.00003180405,0.0000309856,0.000009775694,0.00007494668,0.00003252638,0.00001609553],"category_scores_gemma":[0.000002042571,0.00003813504,0.00001798787,0.0000692748,0.000009853403,0.00002391084,0.000007059786,0.00002794031,0.00001358954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009487178,"about_ca_system_score_gemma":0.000001595983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001269682,"about_ca_topic_score_gemma":0.00001897853,"domain_scores_codex":[0.999759,6.059279e-7,0.00007019762,0.00005845146,0.00002167666,0.00009008213],"domain_scores_gemma":[0.9998546,0.00001132442,0.000004338501,0.0001106186,0.000014098,0.000005077613],"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":[3.733633e-7,0.00001001738,0.0001054728,0.0000402626,0.000007068124,2.32644e-7,0.000008001025,0.08633898,0.007874317,0.7441454,0.006091505,0.1553784],"study_design_scores_gemma":[0.00004714727,0.000008017591,0.00005899499,0.000005012859,0.00000466829,0.00000191721,0.0001183333,0.1095694,0.2853678,0.07643888,0.5281929,0.0001868644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0006286249,0.0002230963,0.9826382,0.0001282595,0.0000251685,0.0001827464,0.000001892974,0.001115336,0.01505662],"genre_scores_gemma":[0.9477285,0.0000437313,0.05101119,0.000009440148,0.00003227725,0.0003287004,0.000006863257,0.00001325937,0.0008260433],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9470999,"threshold_uncertainty_score":0.1555102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007830343391851942,"score_gpt":0.225602999152743,"score_spread":0.2177726557608911,"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."}}