{"id":"W2872295371","doi":"10.1145/3205651.3208282","title":"EvoNN","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Evolutionary computation; Activation function; Process (computing); Computation; Function (biology); Artificial intelligence; Algorithm; Programming language; Artificial neural network; Evolutionary biology","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":[0.0001059289,0.0001171026,0.0001204584,0.00007202215,0.0004078581,0.00006679972,0.0005754536,0.00004580484,0.00001146629],"category_scores_gemma":[0.00001934045,0.00009450295,0.00004300086,0.0004331496,0.0003205306,0.0003065761,0.0003707455,0.00008006105,0.00001589077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002734359,"about_ca_system_score_gemma":0.00007595991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001388402,"about_ca_topic_score_gemma":6.882798e-7,"domain_scores_codex":[0.9989994,0.0000121374,0.0002607006,0.0003051706,0.0002589197,0.0001637105],"domain_scores_gemma":[0.998857,0.00003360766,0.0001868978,0.0001253567,0.000732398,0.00006468919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001674949,0.0002552142,0.03340394,0.00006907598,0.00005388509,1.780925e-7,0.001697934,0.0005442102,0.01144729,0.8811436,0.01455462,0.05681333],"study_design_scores_gemma":[0.0001954059,0.00008746973,0.4401176,0.00003946612,0.00001046577,0.00004496726,0.00008570656,0.4318678,0.0005705023,0.1256746,0.001176028,0.0001299556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.464886,0.0002538557,0.5276077,0.00314229,0.0003222776,0.0003046051,0.000004177311,0.0001121048,0.003366895],"genre_scores_gemma":[0.8996113,0.000029383,0.1000301,0.00007904869,0.0001174749,0.00001417255,0.000001411869,0.000004471866,0.0001126608],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.755469,"threshold_uncertainty_score":0.3853719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971042689048337,"score_gpt":0.2428298515577128,"score_spread":0.2231194246672294,"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."}}