{"id":"W632630573","doi":"10.1007/3-540-45502-7","title":"Evolutionary Robotics. From Intelligent Robotics to Artificial Life","year":2001,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Robotics; Artificial intelligence; Evolutionary robotics; Artificial life; Computer science; Robot","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002640901,0.0005346469,0.0005392535,0.0005618244,0.0001416229,0.0002361563,0.001445363,0.0003770669,0.0001111336],"category_scores_gemma":[0.0001329753,0.0005367711,0.0001195402,0.000803067,0.000274123,0.0001432706,0.0004173725,0.0008711992,0.0003463693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007654579,"about_ca_system_score_gemma":0.0004885724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005758898,"about_ca_topic_score_gemma":0.0001753826,"domain_scores_codex":[0.9968651,0.00002546556,0.000635483,0.0009441772,0.0007889403,0.0007408115],"domain_scores_gemma":[0.9982409,0.0002711855,0.00007144516,0.0008825109,0.0001562608,0.0003776843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000358183,0.00002011078,0.00002422377,0.00002001445,0.00001398296,0.00004306212,0.0002551092,0.8532422,0.00006119153,0.0003229571,0.0009321239,0.1450615],"study_design_scores_gemma":[0.00003477442,0.00006680145,0.00007131775,0.0002941605,0.00001499773,0.00001189867,4.688102e-7,0.9582022,0.001011281,0.03645852,0.003136428,0.0006971114],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00008244049,0.001037523,0.9923157,0.0004214098,0.004618912,0.0003721994,0.00001944101,0.0002302767,0.0009021143],"genre_scores_gemma":[0.0833682,0.000437807,0.906556,0.002477321,0.005692924,0.00002753337,0.0001117377,0.0002158153,0.001112623],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1443644,"threshold_uncertainty_score":0.9997084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02323680237927854,"score_gpt":0.2379956259906604,"score_spread":0.2147588236113818,"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."}}