{"meta":{"query_hash":"38edaa8680db","filters":{"venue":"SeMA Journal"},"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/38edaa8680db","api":"https://metacan.xera.ac/api/v1/cohort?venue=SeMA+Journal"},"results":[{"id":"W2425279105","doi":"10.1007/s40324-016-0088-7","title":"GMRES with multiple preconditioners","year":2016,"lang":"en","type":"article","venue":"SeMA Journal","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Division of Mathematical Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Generalized minimal residual method; Krylov subspace; Residual; Block (permutation group theory); Computer science; Mathematical optimization; Norm (philosophy); Heuristic; Algorithm; Subspace topology; Mathematics; Iterative method; Combinatorics; Artificial intelligence","score_opus":0.007062434585224631,"score_gpt":0.20841074018751016,"score_spread":0.20134830560228553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2425279105","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030308913,0.00016726945,0.98810774,0.0002697954,0.00031598398,0.00004019796,0.00013659845,0.0008445242,0.0070869927],"genre_scores_gemma":[0.051122192,0.00020300502,0.92955875,0.00017600767,0.00020735431,0.00019927268,0.00024014259,0.0007510463,0.017542275],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991689,0.00029036385,0.0000471372,0.00010720773,0.00033498375,0.000051474944],"domain_scores_gemma":[0.99888915,0.0003460356,0.00010734476,0.00033426518,0.00025756218,0.00006569229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007586787,0.0012354584,0.0011261747,0.00063379464,0.0006055021,0.0008599841,0.0012177095,0.0016671197,0.014685994],"category_scores_gemma":[0.0035546045,0.0005221825,0.0008000729,0.0008583398,0.00069425517,0.0012240916,0.002218371,0.0025155882,0.0052926387],"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":[0.00034184032,0.000133431,0.0005309215,0.00076305046,0.00019985193,0.00052710215,0.0002559907,0.3340598,0.024533167,0.21438532,0.037052225,0.38721722],"study_design_scores_gemma":[0.00007877424,0.00008255988,0.00024078494,0.00006930434,0.000039818937,0.00021824714,0.00005588882,0.8751472,0.01608685,0.06474651,0.043192945,0.00004120645],"about_ca_topic_score_codex":0.0016632631,"about_ca_topic_score_gemma":0.003993388,"teacher_disagreement_score":0.014685994,"about_ca_system_score_codex":0.00031623064,"about_ca_system_score_gemma":0.0010374488,"threshold_uncertainty_score":0.049129546},"labels":[],"label_agreement":null},{"id":"W4408273915","doi":"10.1007/s40324-025-00379-7","title":"On a divergence penalized Landau-de Gennes model","year":2025,"lang":"en","type":"article","venue":"SeMA Journal","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Fields Institute for Research in Mathematical Sciences","keywords":"Divergence (linguistics); Statistical physics; Mathematical physics; Physics; Theoretical physics; Mathematics; Philosophy; Linguistics","score_opus":0.020430953538798848,"score_gpt":0.3348365231237277,"score_spread":0.3144055695849288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408273915","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":[0.22284794,0.0060318457,0.5507017,0.019977566,0.0026882265,0.0002293856,0.0014172107,0.0009146231,0.19519153],"genre_scores_gemma":[0.84097433,0.0014913947,0.047460545,0.00237398,0.0013649187,0.000329002,0.00081310514,0.0007621077,0.10443069],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99937373,0.00033962578,0.000017007593,0.0000611812,0.00012976528,0.000078690035],"domain_scores_gemma":[0.9983688,0.00078741467,0.00015411728,0.00013793237,0.0002194647,0.00033233187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014746471,0.0010979647,0.003455968,0.0014868772,0.0017426278,0.002980242,0.0030256766,0.005958738,0.010251892],"category_scores_gemma":[0.0040618926,0.00075269304,0.0012377634,0.0011532793,0.003392133,0.0031694302,0.0020972306,0.0031628895,0.0016258322],"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":[0.00008389905,0.00006656701,0.00023395747,0.00007678296,0.00003941976,0.00016782923,0.00004967641,0.13303888,0.00045860547,0.8602115,0.0037994215,0.0017734586],"study_design_scores_gemma":[0.00003727881,0.000012891298,0.00008248523,0.000015587126,0.000006621673,0.000030453799,0.000015214454,0.78167814,0.00007666796,0.21734826,0.00067973783,0.000016690918],"about_ca_topic_score_codex":0.007058052,"about_ca_topic_score_gemma":0.005759452,"teacher_disagreement_score":0.010251892,"about_ca_system_score_codex":0.0020291815,"about_ca_system_score_gemma":0.0018054,"threshold_uncertainty_score":0.034295976},"labels":[],"label_agreement":null}]}