{"meta":{"query_hash":"fd8b70c0e765","filters":{"venue":"International Journal of Information and Decision Sciences"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/fd8b70c0e765","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Information+and+Decision+Sciences"},"results":[{"id":"W2122823240","doi":"10.1504/ijids.2014.061771","title":"Distributed constraint satisfaction with multiply sectioned constraint networks","year":2014,"lang":"en","type":"article","venue":"International Journal of Information and Decision Sciences","topic":"Constraint Satisfaction and Optimization","field":"Computer Science","cited_by":4,"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 Guelph","funders":"","keywords":"Constraint satisfaction problem; Constraint (computer-aided design); Computer science; Constraint satisfaction; Tree (set theory); Mathematical optimization; Local consistency; Constraint satisfaction dual problem; Exponential function; Algorithm; Theoretical computer science; Mathematics; Artificial intelligence; Combinatorics","score_opus":0.009775489382197544,"score_gpt":0.2573593206537106,"score_spread":0.24758383127151304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122823240","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":[0.011994608,0.00011302168,0.98544127,0.00018621725,0.000020693074,0.000057209014,0.0000649515,0.00013860548,0.0019835015],"genre_scores_gemma":[0.26815698,0.0002469248,0.7281961,0.00014605068,0.00004896108,0.00025452385,0.0003427179,0.00007438462,0.0025333592],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886227,0.00035720615,0.00005124245,0.0002580529,0.00036540042,0.00010585662],"domain_scores_gemma":[0.99826694,0.0010051718,0.00017315696,0.00021769803,0.0002417473,0.00009526818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012228226,0.0005623936,0.00073047244,0.0005870126,0.0007446794,0.0013183125,0.001876749,0.0008460315,0.0033510015],"category_scores_gemma":[0.0040081493,0.00046071547,0.0007917386,0.0013423586,0.0009413106,0.0020492626,0.0017543999,0.0016763133,0.00028978626],"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":[0.00007345089,0.00007111891,0.0006642567,0.00012079818,0.00006563013,0.00017642516,0.00011544641,0.796362,0.0026570559,0.13108805,0.002244029,0.06636169],"study_design_scores_gemma":[0.000017846738,0.00002467267,0.00006812694,0.000007736268,0.000009369934,0.000038467093,0.000023559785,0.9554399,0.0008532134,0.040962927,0.0025470534,0.000007050008],"about_ca_topic_score_codex":0.0046559297,"about_ca_topic_score_gemma":0.007859886,"teacher_disagreement_score":0.0046559297,"about_ca_system_score_codex":0.0011069562,"about_ca_system_score_gemma":0.0017995627,"threshold_uncertainty_score":0.011210203},"labels":[],"label_agreement":null},{"id":"W2169196399","doi":"10.1504/ijids.2008.020049","title":"An Analytical Hierarchical Process-based decision-making approach for selecting car-sharing stations in medium size agglomerations","year":2008,"lang":"en","type":"article","venue":"International Journal of Information and Decision Sciences","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Collège de Maisonneuve; University of British Columbia","funders":"","keywords":"Urban agglomeration; Computer science; Analytic hierarchy process; Process (computing); Operations research; Economies of agglomeration; Population; Mathematics; Geography; Economics; Microeconomics","score_opus":0.030088344135568316,"score_gpt":0.35886857744856665,"score_spread":0.3287802333129983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169196399","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":[0.009960711,0.00007242784,0.98733056,0.00022520008,0.000013969828,0.0002286215,0.000046275065,0.00009750006,0.002024726],"genre_scores_gemma":[0.38119972,0.00021143479,0.6164631,0.00009024629,0.000029335502,0.00056999153,0.00012028622,0.000023633955,0.0012921306],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9957104,0.0020749068,0.00022974912,0.00043935076,0.001263942,0.0002816164],"domain_scores_gemma":[0.9978648,0.001247602,0.00022076334,0.00006764315,0.0004559297,0.00014325793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048451615,0.0011091077,0.0011211599,0.0029346754,0.002525188,0.0022535298,0.0023688718,0.0012472591,0.0025228758],"category_scores_gemma":[0.005248624,0.0007291576,0.0016956514,0.0025151991,0.0014156677,0.0015735271,0.0020131012,0.0012072783,0.000277654],"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":[0.00009190899,0.0001365405,0.0015219061,0.00043927098,0.00016048776,0.00042886887,0.0011994134,0.895957,0.0035127692,0.038138032,0.0011120061,0.057301734],"study_design_scores_gemma":[0.000026763242,0.00005638842,0.00025749387,0.000038373924,0.00004370894,0.00003658391,0.00031769517,0.9739787,0.00090644974,0.022865191,0.0014443024,0.000028420367],"about_ca_topic_score_codex":0.013969739,"about_ca_topic_score_gemma":0.019948851,"teacher_disagreement_score":0.013969739,"about_ca_system_score_codex":0.0036218353,"about_ca_system_score_gemma":0.006039038,"threshold_uncertainty_score":0.027776897},"labels":[],"label_agreement":null},{"id":"W2587039444","doi":"10.1504/ijids.2017.10003123","title":"Location of a new banking agency in Sfax: a multi-criteria approach","year":2017,"lang":"en","type":"article","venue":"International Journal of Information and Decision Sciences","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Profitability index; Agency (philosophy); Order (exchange); Ranking (information retrieval); Business; Promotion (chess); Preference; Finance; Carry (investment); Economics; Computer science; Microeconomics","score_opus":0.23514636215074103,"score_gpt":0.4878328639404198,"score_spread":0.2526865017896788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587039444","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":[0.09424923,0.0010789812,0.8891,0.0012773992,0.00007896024,0.0009204676,0.00047115647,0.00010340882,0.012720333],"genre_scores_gemma":[0.6768574,0.00080019434,0.317721,0.00012999856,0.00006214225,0.0008154718,0.00035949092,0.000030725496,0.0032235933],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9946096,0.0033968731,0.0002614628,0.00057706976,0.00066825526,0.0004867646],"domain_scores_gemma":[0.9969602,0.0019001584,0.0002649625,0.00007393546,0.00048780098,0.00031303993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004586552,0.0017186963,0.0019347463,0.0056400793,0.0016396497,0.006061031,0.0022123514,0.0030764416,0.0043051443],"category_scores_gemma":[0.0057304474,0.0010105391,0.0024334616,0.004260783,0.0013649558,0.0026762064,0.0029841224,0.0016339903,0.00032869924],"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":[0.00033434317,0.00041577412,0.0065229554,0.0010131747,0.00053417904,0.00089010096,0.0007646662,0.87776136,0.0024466892,0.04528515,0.0017332573,0.062298354],"study_design_scores_gemma":[0.00004504556,0.00023568513,0.0015239131,0.00015364446,0.00014942819,0.00012789915,0.0008686333,0.9723433,0.00048004717,0.021883152,0.002136103,0.000053192885],"about_ca_topic_score_codex":0.007883574,"about_ca_topic_score_gemma":0.008016907,"teacher_disagreement_score":0.007883574,"about_ca_system_score_codex":0.00436186,"about_ca_system_score_gemma":0.0031095908,"threshold_uncertainty_score":0.031647623},"labels":[],"label_agreement":null},{"id":"W2726377482","doi":"10.1504/ijids.2017.10005874","title":"A new model for estimation of project total cost in construction projects","year":2017,"lang":"en","type":"article","venue":"International Journal of Information and Decision Sciences","topic":"Value Engineering and Management","field":"Business, Management and Accounting","cited_by":1,"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 Calgary","funders":"","keywords":"Estimation; Cost estimate; Computer science; Project management; Cost overrun; Business; Operations management; Operations research; Construction industry; Construction engineering; Economics; Systems engineering; Mathematics; Engineering","score_opus":0.04863599112512881,"score_gpt":0.33608176551567276,"score_spread":0.287445774390544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726377482","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":[0.009990984,0.00039412174,0.98420954,0.00023623873,0.000056798064,0.0000634038,0.00029082812,0.0001378506,0.0046201367],"genre_scores_gemma":[0.7815557,0.0021120815,0.19274208,0.00010165942,0.00014589883,0.0008976547,0.0010772895,0.00017126086,0.021196334],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99841225,0.00043616747,0.000106035804,0.00037450183,0.0004914258,0.00017962868],"domain_scores_gemma":[0.9990094,0.00045760183,0.00016935749,0.000046933714,0.00027852118,0.000038213973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018383353,0.0012437132,0.0013254938,0.0019459124,0.0005472035,0.002924106,0.0035836776,0.002443074,0.0042901468],"category_scores_gemma":[0.003945774,0.0008715513,0.001332532,0.0027444395,0.00074523216,0.003019505,0.0012901014,0.0018720477,0.0005433283],"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":[0.000013545698,0.000011686123,0.0003052796,0.000045583733,0.000015247116,0.00006932933,0.00002684907,0.978542,0.00023618767,0.014064453,0.00034098065,0.0063288556],"study_design_scores_gemma":[0.0000030279953,0.000007770518,0.000115292336,0.000008045551,0.000007328192,0.000020337093,0.000007919782,0.99601054,0.00007880819,0.0030813853,0.0006519079,0.000007597576],"about_ca_topic_score_codex":0.017849425,"about_ca_topic_score_gemma":0.010997482,"teacher_disagreement_score":0.017849425,"about_ca_system_score_codex":0.0023446153,"about_ca_system_score_gemma":0.002147184,"threshold_uncertainty_score":0.03549105},"labels":[],"label_agreement":null}]}