{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"dd7451938f30","filters":{"venue":"Pure mathematics and applications"}},"results":[{"id":"W2562450072","doi":"10.1515/puma-2015-0008","title":"Enumeration and Automatic Sequences","year":2015,"lang":"en","type":"article","venue":"Pure mathematics and applications","topic":"semigroups and automata theory","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Enumeration; Sequence (biology); Automaton; Finite-state machine; Generating function; State (computer science); Function (biology); Combinatorics; Computer science; Base (topology); Algorithm; Mathematics; Discrete mathematics; Theoretical computer science; Biology; Genetics","authors":[{"name":"Jeffrey Shallit","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02117350694330332,"gpt":0.2522692697351153,"spread":0.2310957627918119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006641886,0.0004038741,0.0004986331,0.00146686,0.0007548321,0.001433262,0.0006609138,0.0005995661,0.004467099],"category_scores_gemma":[0.004732138,0.0003021533,0.0005503443,0.001225439,0.001493966,0.002734918,0.001219175,0.0008840128,0.0009390058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000631426,"about_ca_system_score_gemma":0.0006084348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004672178,"about_ca_topic_score_gemma":0.0005594997,"domain_scores_codex":[0.9986246,0.0004095414,0.000145245,0.0003320109,0.0003585129,0.0001300818],"domain_scores_gemma":[0.995356,0.002676271,0.0005342651,0.0005922922,0.0006612786,0.0001799056],"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":[0.00008992328,0.00003743477,0.001077495,0.0001616472,0.00001267202,0.000175774,0.0003953381,0.01015758,0.009730341,0.9291298,0.001324013,0.04770793],"study_design_scores_gemma":[0.00001064169,0.00004038269,0.0003562242,0.00004304729,0.000007565687,0.000226328,0.00006218787,0.03919625,0.005135708,0.9457955,0.0091013,0.00002492486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3266282,0.001891862,0.6247824,0.0006983853,0.0002160383,0.0001043273,0.0005910817,0.001131424,0.04395632],"genre_scores_gemma":[0.8698234,0.0006994454,0.1173695,0.0001549491,0.0001956214,0.0001902728,0.0007757868,0.0001417698,0.01064932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004467099,"threshold_uncertainty_score":0.01494396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283210925","doi":"10.2478/puma-2022-0016","title":"On the exhaustive generation of discrete figures with connectivity constraints","year":2022,"lang":"en","type":"article","venue":"Pure mathematics and applications","topic":"Digital Image Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Polyomino; Pixel; Enumeration; Generalization; Combinatorics; Set (abstract data type); Mathematics; Discrete geometry; Discrete mathematics; Connected component; Algorithm; Computer science; Artificial intelligence; Geometry; Mathematical analysis","authors":[{"name":"Hugo Tremblay","is_ca":true},{"name":"Julien Vernay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02598758730102014,"gpt":0.2599229610727695,"spread":0.2339353737717493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005231111,0.0002660988,0.0003934276,0.0006969061,0.0004389568,0.0008490143,0.0005822898,0.0005496701,0.00735007],"category_scores_gemma":[0.004977114,0.0002847679,0.0003733624,0.0007437472,0.0008807036,0.001159929,0.001078636,0.0005132001,0.0008112979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004294993,"about_ca_system_score_gemma":0.0003487615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004579574,"about_ca_topic_score_gemma":0.0007049039,"domain_scores_codex":[0.9994193,0.0001990612,0.000028216,0.00009115831,0.0002007281,0.00006153058],"domain_scores_gemma":[0.9960496,0.002944121,0.0001598787,0.0004991254,0.000251291,0.00009612461],"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":[0.0002780618,0.0001262193,0.001689355,0.0004073023,0.00003789589,0.000668783,0.0003653817,0.2919271,0.019258,0.4806736,0.00995623,0.194612],"study_design_scores_gemma":[0.00006538843,0.00009481443,0.0004144248,0.00004623853,0.00002030722,0.0002718945,0.00008155093,0.7211508,0.01356735,0.2523873,0.01188021,0.00001975235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3080479,0.0002837677,0.649812,0.0005153922,0.0001220824,0.000165763,0.0004133484,0.0009714819,0.03966825],"genre_scores_gemma":[0.7028961,0.0002246812,0.2875648,0.0001347733,0.0000373583,0.0001897014,0.0007737731,0.0002890703,0.007889761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00735007,"threshold_uncertainty_score":0.02458841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}