{"id":"W81087206","doi":"","title":"Interactive Evolution for Systematic Exploration of a Parameter Space","year":2003,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Space (punctuation); Astrobiology; Physics","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":[0.000162568,0.00005198886,0.0001294129,0.00004719978,0.00007364827,0.00004583494,0.00002646635,0.00001362742,0.0003887962],"category_scores_gemma":[0.0002090506,0.00003856959,0.00005366838,0.00001558716,0.00003546403,0.0003822719,0.000003704041,0.000021114,0.00002083559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003185065,"about_ca_system_score_gemma":0.0000151949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005100192,"about_ca_topic_score_gemma":0.001523345,"domain_scores_codex":[0.9995664,0.00006023709,0.0001706774,0.00007155761,0.00006466216,0.00006647592],"domain_scores_gemma":[0.9994925,0.0001309915,0.00009694415,0.00007326428,0.0001919878,0.00001430049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007605785,0.00004393711,0.00002852404,0.0009483293,0.00002731229,7.970951e-8,0.005039302,0.000003676897,0.0002258157,0.9930125,0.0006583219,0.000004594811],"study_design_scores_gemma":[0.002467873,0.001547089,0.0002614025,0.004134161,0.0003638555,0.000004309361,0.1095745,0.008952029,0.04260635,0.8024111,0.02677608,0.0009011829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5097005,0.0001518884,0.1569112,0.0005565691,0.001945486,0.005279147,0.00006071923,0.0001165307,0.325278],"genre_scores_gemma":[0.9908529,8.325188e-7,0.0001926981,0.0000189375,0.00002941249,0.00009505872,0.00000205224,0.000004772623,0.008803351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4811524,"threshold_uncertainty_score":0.4257045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06041647154477663,"score_gpt":0.2747150298115695,"score_spread":0.2142985582667928,"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."}}