{"meta":{"query_hash":"eb0ef1e42e3f","filters":{"venue":"The 2019 Conference on Artificial Life"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/eb0ef1e42e3f","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+2019+Conference+on+Artificial+Life"},"results":[{"id":"W2962991223","doi":"10.1162/isal_a_00187","title":"To Evolve or Not to Evolve? That is the Question","year":2019,"lang":"en","type":"article","venue":"The 2019 Conference on Artificial Life","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science","score_opus":0.07045442293626868,"score_gpt":0.30325981432421245,"score_spread":0.23280539138794376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962991223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9073606,0.00006265137,0.046785817,0.026862266,0.0031837688,0.0021499225,0.00008335906,0.00041091102,0.013100695],"genre_scores_gemma":[0.99020046,0.00002842225,0.00016568464,0.0049306937,0.00025760545,0.000032313495,0.000004023779,0.000034497403,0.0043462827],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99863297,0.0000694663,0.00024935865,0.0002885752,0.0003921073,0.00036754613],"domain_scores_gemma":[0.9987608,0.00013715393,0.00003708011,0.00079522654,0.00009555576,0.00017413711],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00044295483,0.00022451104,0.0002147717,0.00006850776,0.0001317774,0.00017801144,0.0006136574,0.00008250964,0.0019479948],"category_scores_gemma":[0.000109355504,0.0001230596,0.00006797015,0.0002139095,0.000036412246,0.00008605348,0.000079690326,0.0002527503,0.015836319],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017221329,0.00019452088,0.0004784978,0.00010342376,0.00025791407,0.000011161609,0.020745557,0.21411116,0.1068546,0.27495378,0.19952163,0.18104562],"study_design_scores_gemma":[0.00040477645,0.0015526698,0.016676333,0.0007575701,0.00014171905,0.000010906701,0.0034202486,0.40193892,0.44761348,0.007390107,0.11763565,0.0024576252],"about_ca_topic_score_codex":0.0001916708,"about_ca_topic_score_gemma":0.00015659379,"teacher_disagreement_score":0.3407589,"about_ca_system_score_codex":0.00004856029,"about_ca_system_score_gemma":0.00006457886,"threshold_uncertainty_score":0.99896437},"labels":[],"label_agreement":null},{"id":"W2963131153","doi":"10.1162/isal_a_00204","title":"A-life Evolution with Human Proxies","year":2019,"lang":"en","type":"article","venue":"The 2019 Conference on Artificial Life","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Geology","score_opus":0.032208085897254976,"score_gpt":0.26134538385550937,"score_spread":0.22913729795825438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963131153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59834856,0.00008767998,0.31152853,0.049144756,0.0006208515,0.0017722799,0.000026489803,0.0006266582,0.03784419],"genre_scores_gemma":[0.9957842,0.000002960352,0.001308749,0.0007189919,0.00016483698,0.00005108901,0.00000824339,0.000009271578,0.0019516543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99871117,0.00007478485,0.000215078,0.00037008632,0.00036087938,0.0002680287],"domain_scores_gemma":[0.99868673,0.000060940456,0.00012112257,0.0008315837,0.00014379792,0.00015581466],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025332265,0.00015000596,0.00014765795,0.00006071767,0.00040058434,0.00017870989,0.0008519121,0.000050027076,0.00012702173],"category_scores_gemma":[0.00003280465,0.00009599415,0.000041650066,0.00030244706,0.00012421867,0.00030121405,0.000120121724,0.00018944903,0.002311081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012767531,0.00008276495,0.0002797559,0.0000027012766,0.000009852334,2.987626e-7,0.00017337757,0.00026436482,0.0030527285,0.99327916,0.0020386789,0.0008035523],"study_design_scores_gemma":[0.0015269251,0.0024320788,0.13577773,0.0002484464,0.00006324221,0.000024232493,0.0013692988,0.40121126,0.005703334,0.4266503,0.022940295,0.0020528617],"about_ca_topic_score_codex":0.000095304116,"about_ca_topic_score_gemma":0.000024061921,"teacher_disagreement_score":0.5666289,"about_ca_system_score_codex":0.000035122634,"about_ca_system_score_gemma":0.0003885485,"threshold_uncertainty_score":0.9984657},"labels":[],"label_agreement":null}]}