{"meta":{"query_hash":"414f25d3a970","filters":{"venue":"International Journal of Spatial Data Infrastructures Research, ,"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/414f25d3a970","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Spatial+Data+Infrastructures+Research%2C+%2C"},"results":[{"id":"W2106679139","doi":"10.2902/ijsdir.v4i4.120","title":"Evaluating the socio-economic impact of Geographic Information: A classification of the literature","year":2008,"lang":"en","type":"article","venue":"International Journal of Spatial Data Infrastructures Research, ,","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Université de Sherbrooke; Université Laval","funders":"","keywords":"Documentation; Government (linguistics); Commission; Business; Public relations; Accounting; Marketing; Political science; Finance; Computer science","score_opus":0.1563453254889248,"score_gpt":0.4778400841527861,"score_spread":0.32149475866386135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106679139","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008694108,0.963227,0.0023775122,0.007423122,0.00048114607,0.00011881848,0.00023327667,0.00001776295,0.017427186],"genre_scores_gemma":[0.035227116,0.9605875,0.0025060256,0.0007034637,0.00029495396,0.00008248496,0.00014396886,0.000010547849,0.00044404165],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9925349,0.002347519,0.0010216819,0.00062487554,0.0031672048,0.00030390162],"domain_scores_gemma":[0.95279217,0.037087716,0.002828005,0.00060681463,0.006278064,0.00040721],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.010101805,0.001562005,0.0022971763,0.052307885,0.0019560813,0.010443622,0.0018988567,0.0029593727,0.0037517974],"category_scores_gemma":[0.024693124,0.0007531992,0.0016056807,0.057768226,0.006718832,0.011232141,0.0032915713,0.0019296104,0.0006551813],"study_design_candidate":"not_applicable","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":[0.000064463835,0.00013505894,0.015659338,0.05904375,0.0004962305,0.0007088889,0.012144182,0.0019049717,0.00055903685,0.09088556,0.014375222,0.80402344],"study_design_scores_gemma":[0.00002148167,0.0002326315,0.059905894,0.31281126,0.0013176078,0.001883946,0.06744921,0.0017632409,0.0011348918,0.10509813,0.44815144,0.00023022074],"about_ca_topic_score_codex":0.011844349,"about_ca_topic_score_gemma":0.012876384,"teacher_disagreement_score":0.9476921,"about_ca_system_score_codex":0.007683556,"about_ca_system_score_gemma":0.009096059,"threshold_uncertainty_score":0.055748403},"labels":[],"label_agreement":null},{"id":"W2786588384","doi":"10.2902/ijsdir.v13i0.472","title":"Future development of NSDI based on the European INSPIRE Directive – A case study of a Bosnian and Herzegovinian geoportal","year":2018,"lang":"en","type":"article","venue":"International Journal of Spatial Data Infrastructures Research, ,","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spatial data infrastructure; Geoportal; Directive; Spatial planning; Spatial analysis; Metadata; Context (archaeology); European union; Bosnian; Geospatial analysis; Computer science; Environmental resource management; Geography; Business; Environmental planning; World Wide Web; Cartography; Remote sensing","score_opus":0.08239386435383657,"score_gpt":0.40526336670957575,"score_spread":0.3228695023557392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786588384","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":[0.6835277,0.002973696,0.007024301,0.007623731,0.00021199518,0.00043055497,0.00063735934,0.00014882404,0.29742175],"genre_scores_gemma":[0.9725648,0.0010119888,0.007830693,0.00044187545,0.000020971253,0.00012040464,0.00057690864,0.000050287614,0.017382018],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973062,0.0011654602,0.000102693266,0.00020324174,0.0004651048,0.0007572355],"domain_scores_gemma":[0.9989716,0.00028845228,0.00011639885,0.00012264437,0.0002607836,0.00024013447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042481176,0.000390865,0.0002345881,0.001392496,0.0036066382,0.005925761,0.0015439095,0.0016472719,0.005180273],"category_scores_gemma":[0.0030001295,0.00025260425,0.0003898418,0.0024244771,0.0020660048,0.0038204817,0.0026682764,0.0012613462,0.0005709409],"study_design_candidate":"not_applicable","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":[0.00030762178,0.0011220266,0.11408799,0.0010584947,0.0000797833,0.040077917,0.06363584,0.012185195,0.009042475,0.487968,0.021861855,0.2485728],"study_design_scores_gemma":[0.00007008529,0.00024341673,0.07217353,0.0006447192,0.000029208182,0.004618306,0.083445884,0.0047991103,0.002430705,0.009643523,0.8218204,0.000081217986],"about_ca_topic_score_codex":0.06649842,"about_ca_topic_score_gemma":0.07590966,"teacher_disagreement_score":0.06649842,"about_ca_system_score_codex":0.009384843,"about_ca_system_score_gemma":0.0068459045,"threshold_uncertainty_score":0.13222271},"labels":[],"label_agreement":null},{"id":"W2921974010","doi":"10.2902/ijsdir.v13i0.490","title":"FOUNDATION OF SUCCESS: EVALUATING THE ARCTIC-SDI","year":2018,"lang":"en","type":"article","venue":"International Journal of Spatial Data Infrastructures Research, ,","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","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 Winnipeg","funders":"","keywords":"Deliverable; Arctic; Resource (disambiguation); The arctic; Environmental resource management; Population; Knowledge management; Environmental planning; Business; Public relations; Computer science; Geography; Political science; Engineering; Environmental science; Sociology; Systems engineering","score_opus":0.18996070418361077,"score_gpt":0.5294679077686323,"score_spread":0.3395072035850215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921974010","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":[0.86378384,0.00052529486,0.0156353,0.0036511128,0.0003304806,0.0065910243,0.00073594274,0.00019233911,0.10855482],"genre_scores_gemma":[0.9635159,0.0006245949,0.02728164,0.00029294702,0.000046921836,0.004631653,0.00070986577,0.000092860144,0.0028036227],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.8928648,0.067752756,0.006444951,0.0023235104,0.024843834,0.005770114],"domain_scores_gemma":[0.8329348,0.08039003,0.009910342,0.005088584,0.061814427,0.009861886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.118179835,0.0009581393,0.0009843375,0.004790109,0.0036791763,0.011174991,0.0015123535,0.00091989286,0.0032278358],"category_scores_gemma":[0.13915618,0.00047643046,0.0013738314,0.00415404,0.0056841574,0.006956634,0.010144431,0.0022922722,0.0007544269],"study_design_candidate":"observational","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":[0.0013751207,0.0025505128,0.19694602,0.0058340575,0.00044088435,0.0010196186,0.2790216,0.005261364,0.003868567,0.03657144,0.015242101,0.4518688],"study_design_scores_gemma":[0.00020017261,0.0069024335,0.14693648,0.0047660954,0.00043878634,0.00033604325,0.71451604,0.009139103,0.008363981,0.0117289005,0.09633946,0.00033244846],"about_ca_topic_score_codex":0.006077954,"about_ca_topic_score_gemma":0.008154058,"teacher_disagreement_score":0.118179835,"about_ca_system_score_codex":0.01518395,"about_ca_system_score_gemma":0.01841261,"threshold_uncertainty_score":0.62500215},"labels":[],"label_agreement":null}]}