{"id":"W7099249512","doi":"","title":"Evolution of Recurrent Neural Networks to Control Autonomous Life Agents","year":2001,"lang":"en","type":"article","venue":"","topic":"Spider Taxonomy and Behavior Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recurrent neural network; Artificial life; Table (database); Artificial neural network; Task (project management); Autonomous agent; Control (management)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003915161,0.0003792262,0.0003383078,0.000211231,0.0002448598,0.0004978998,0.000701161,0.0004976051,0.001015411],"category_scores_gemma":[0.001173777,0.0002286544,0.0003293357,0.0001248508,0.0004385887,0.0003928856,0.0004663417,0.0005551388,0.0001976211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006403823,"about_ca_system_score_gemma":0.0004232678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0042644,"about_ca_topic_score_gemma":0.003963951,"domain_scores_codex":[0.999889,0.00002457691,0.000007565756,0.0000248145,0.00003285209,0.0000211782],"domain_scores_gemma":[0.9997178,0.00009966656,0.00005668787,0.00002263225,0.0000794199,0.0000237673],"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":[0.00003647706,0.00004197426,0.0005982728,0.00002575303,0.00002992628,0.00009125184,0.00008690562,0.9589296,0.01022097,0.005458026,0.0004830287,0.02399777],"study_design_scores_gemma":[0.000003748959,0.0000220682,0.00007065326,0.000001780602,0.000004348927,0.000006496502,0.000004105303,0.9982845,0.0008030434,0.0005466543,0.0002495781,0.000002969123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.248124,0.0005608436,0.7321923,0.0004514929,0.0001665184,0.0001106399,0.00004274058,0.00134658,0.01700488],"genre_scores_gemma":[0.960373,0.00009022315,0.03667151,0.00005749401,0.00001389844,0.00006078649,0.00002627527,0.00003314481,0.002673597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0042644,"threshold_uncertainty_score":0.008479178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159784684773613,"score_gpt":0.2678485572086473,"score_spread":0.2462507103609112,"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."}}