{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"414f25d3a970","filters":{"venue":"International Journal of Spatial Data Infrastructures Research, ,"}},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Elisabetta Genovese","is_ca":true},{"name":"Gilles Cotteret","is_ca":true},{"name":"Stéphane Roche","is_ca":true},{"name":"Claude Caron","is_ca":true},{"name":"Rob Feick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1563453254889248,"gpt":0.4778400841527861,"spread":0.3214947586638613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01010181,0.001562005,0.002297176,0.05230789,0.001956081,0.01044362,0.001898857,0.002959373,0.003751797],"category_scores_gemma":[0.02469312,0.0007531992,0.001605681,0.05776823,0.006718832,0.01123214,0.003291571,0.00192961,0.0006551813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007683556,"about_ca_system_score_gemma":0.009096059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01184435,"about_ca_topic_score_gemma":0.01287638,"domain_scores_codex":[0.9925349,0.002347519,0.001021682,0.0006248755,0.003167205,0.0003039016],"domain_scores_gemma":[0.9527922,0.03708772,0.002828005,0.0006068146,0.006278064,0.00040721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006446383,0.0001350589,0.01565934,0.05904375,0.0004962305,0.0007088889,0.01214418,0.001904972,0.0005590369,0.09088556,0.01437522,0.8040234],"study_design_scores_gemma":[0.00002148167,0.0002326315,0.05990589,0.3128113,0.001317608,0.001883946,0.06744921,0.001763241,0.001134892,0.1050981,0.4481514,0.0002302207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008694108,0.963227,0.002377512,0.007423122,0.0004811461,0.0001188185,0.0002332767,0.00001776295,0.01742719],"genre_scores_gemma":[0.03522712,0.9605875,0.002506026,0.0007034637,0.000294954,0.00008248496,0.0001439689,0.00001054785,0.0004440417],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9476921,"threshold_uncertainty_score":0.0557484,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Nikolina Mijić","is_ca":false},{"name":"Maksim Šestić","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08239386435383657,"gpt":0.4052633667095757,"spread":0.3228695023557392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004248118,0.000390865,0.0002345881,0.001392496,0.003606638,0.005925761,0.00154391,0.001647272,0.005180273],"category_scores_gemma":[0.003000129,0.0002526043,0.0003898418,0.002424477,0.002066005,0.003820482,0.002668276,0.001261346,0.0005709409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009384843,"about_ca_system_score_gemma":0.006845905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06649842,"about_ca_topic_score_gemma":0.07590966,"domain_scores_codex":[0.9973062,0.00116546,0.0001026933,0.0002032417,0.0004651048,0.0007572355],"domain_scores_gemma":[0.9989716,0.0002884523,0.0001163988,0.0001226444,0.0002607836,0.0002401345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003076218,0.001122027,0.114088,0.001058495,0.0000797833,0.04007792,0.06363584,0.0121852,0.009042475,0.487968,0.02186185,0.2485728],"study_design_scores_gemma":[0.00007008529,0.0002434167,0.07217353,0.0006447192,0.00002920818,0.004618306,0.08344588,0.00479911,0.002430705,0.009643523,0.8218204,0.00008121799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6835277,0.002973696,0.007024301,0.007623731,0.0002119952,0.000430555,0.0006373593,0.000148824,0.2974218],"genre_scores_gemma":[0.9725648,0.001011989,0.007830693,0.0004418755,0.00002097125,0.0001204046,0.0005769086,0.00005028761,0.01738202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06649842,"threshold_uncertainty_score":0.1322227,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Domenica Rosina Burroughs","is_ca":false},{"name":"Joni Storie","is_ca":true},{"name":"Christopher D. Storie","is_ca":true},{"name":"Erling Onstein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1899607041836108,"gpt":0.5294679077686323,"spread":0.3395072035850215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1181798,0.0009581393,0.0009843375,0.004790109,0.003679176,0.01117499,0.001512354,0.0009198929,0.003227836],"category_scores_gemma":[0.1391562,0.0004764305,0.001373831,0.00415404,0.005684157,0.006956634,0.01014443,0.002292272,0.0007544269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01518395,"about_ca_system_score_gemma":0.01841261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006077954,"about_ca_topic_score_gemma":0.008154058,"domain_scores_codex":[0.8928648,0.06775276,0.006444951,0.00232351,0.02484383,0.005770114],"domain_scores_gemma":[0.8329348,0.08039003,0.009910342,0.005088584,0.06181443,0.009861886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001375121,0.002550513,0.196946,0.005834057,0.0004408844,0.001019619,0.2790216,0.005261364,0.003868567,0.03657144,0.0152421,0.4518688],"study_design_scores_gemma":[0.0002001726,0.006902433,0.1469365,0.004766095,0.0004387863,0.0003360432,0.714516,0.009139103,0.008363981,0.0117289,0.09633946,0.0003324485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8637838,0.0005252949,0.0156353,0.003651113,0.0003304806,0.006591024,0.0007359427,0.0001923391,0.1085548],"genre_scores_gemma":[0.9635159,0.0006245949,0.02728164,0.000292947,0.00004692184,0.004631653,0.0007098658,0.00009286014,0.002803623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1181798,"threshold_uncertainty_score":0.6250021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}