{"meta":{"query_hash":"bc38c8f8774d","filters":{"venue":"International Conference on Artificial Intelligence and Soft Computing"},"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/bc38c8f8774d","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Conference+on+Artificial+Intelligence+and+Soft+Computing"},"results":[{"id":"W149222278","doi":"","title":"Speciation through selection and drift","year":2007,"lang":"en","type":"article","venue":"International Conference on Artificial Intelligence and Soft Computing","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Genetic algorithm; Selection (genetic algorithm); Computer science; Environmental science; Artificial intelligence; Evolutionary biology; Biology","score_opus":0.05025984123807684,"score_gpt":0.3361740522730851,"score_spread":0.28591421103500825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W149222278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4384305,0.016386768,0.2634177,0.020256013,0.0033465687,0.0001761431,0.00021493543,0.0007432196,0.2570282],"genre_scores_gemma":[0.9305444,0.0031379748,0.017019028,0.00092980615,0.00037429258,0.00005916907,0.00007813372,0.00013812963,0.0477191],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956733,0.00014163951,0.000019159448,0.00010272742,0.00011122449,0.000057948462],"domain_scores_gemma":[0.9992718,0.0002826892,0.00006095401,0.00016155404,0.00012124974,0.00010165558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015028594,0.00032886886,0.00062277843,0.0008085149,0.0012902932,0.0025700089,0.0005808807,0.0009883742,0.008440214],"category_scores_gemma":[0.0028697648,0.00034472483,0.00069556216,0.0005709934,0.0030099556,0.0023596585,0.0020090472,0.0014682477,0.0008951161],"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":[0.00009749491,0.000039281098,0.0030562324,0.000121977595,0.00014964287,0.00029954148,0.0007511977,0.012065031,0.009281106,0.86404556,0.004943592,0.105149336],"study_design_scores_gemma":[0.000053340536,0.00013163967,0.002886798,0.00007053593,0.00010711245,0.0006561546,0.00034608025,0.028924158,0.005175149,0.90144604,0.06013896,0.00006409642],"about_ca_topic_score_codex":0.000556685,"about_ca_topic_score_gemma":0.00069195684,"teacher_disagreement_score":0.008440214,"about_ca_system_score_codex":0.0013085857,"about_ca_system_score_gemma":0.00075725466,"threshold_uncertainty_score":0.028235376},"labels":[],"label_agreement":null},{"id":"W180523562","doi":"","title":"An artificial neural networks approach for the motion planning of mobile manipulator systems","year":2007,"lang":"en","type":"article","venue":"International Conference on Artificial Intelligence and Soft Computing","topic":"Control and Dynamics of Mobile Robots","field":"Engineering","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 Regina","funders":"","keywords":"Mobile manipulator; Mobile robot; Nonholonomic system; Computer science; Artificial neural network; Motion planning; Control engineering; Artificial intelligence; Motion control; Motion (physics); Manipulator (device); Robot; Engineering","score_opus":0.0719620847636175,"score_gpt":0.31281242420095867,"score_spread":0.2408503394373412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W180523562","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027291214,0.0010356002,0.99268335,0.00016602593,0.00006585307,0.000021159363,0.000014643013,0.00011537937,0.0031688735],"genre_scores_gemma":[0.5423917,0.004137542,0.43610668,0.00027939092,0.00028466946,0.00034719997,0.00010315749,0.00008196463,0.016267657],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985325,0.00004181728,0.000009213814,0.000024616727,0.000059637656,0.000011471995],"domain_scores_gemma":[0.99987733,0.00006646315,0.000014474495,0.000005634243,0.000030823227,0.000005251111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031953,0.0005481857,0.00038588533,0.00035325368,0.00027989084,0.0005183625,0.0006513157,0.00085099135,0.0018249698],"category_scores_gemma":[0.0005913213,0.0002632584,0.00036040499,0.00044555258,0.00040468975,0.0005064853,0.0003350654,0.000887939,0.00034856304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029310795,0.000016728778,0.00012391311,0.00011642335,0.000031234697,0.00009922677,0.000040722192,0.8939771,0.003739718,0.017453082,0.0006577697,0.083714664],"study_design_scores_gemma":[0.0000043133164,0.000018508481,0.000056610243,0.000011181811,0.0000057343273,0.000015980708,0.000004545112,0.9933903,0.00064116623,0.003922875,0.0019222463,0.0000065012036],"about_ca_topic_score_codex":0.004345356,"about_ca_topic_score_gemma":0.004473064,"teacher_disagreement_score":0.004345356,"about_ca_system_score_codex":0.0004402817,"about_ca_system_score_gemma":0.00053307635,"threshold_uncertainty_score":0.0086401105},"labels":[],"label_agreement":null}]}