{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"5908e4375d98","filters":{"venue":"International Journal of Sustainable Future for Human Security"}},"results":[{"id":"W2769662385","doi":"10.24910/jsustain/1.2/6367","title":"Rainwater Harvesting-Based Marginal Land Irrigation Technology: A Case Study in Ngawen Sub-district of Gunungkidul Regency, Indonesia","year":2013,"lang":"en","type":"article","venue":"International Journal of Sustainable Future for Human Security","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universitas Islam Indonesia; University of Waterloo","keywords":"Rainwater harvesting; Irrigation; Environmental science; Agriculture; Drainage; Rainfed agriculture; Productivity; Agricultural engineering; Drip irrigation; Hydrology (agriculture); Water resource management; Geography; Engineering; Agronomy","authors":[{"name":"Widodo Brontowiyono","is_ca":false},{"name":"Ribut Lupiyanto","is_ca":false},{"name":"Eko Yuwono","is_ca":false},{"name":"Bambang Sulistiono","is_ca":false},{"name":"Suci Handayani","is_ca":false},{"name":"D. Agus Harjito","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008752611295484675,"gpt":0.2713003737507368,"spread":0.2625477624552521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001372992,0.0001991202,0.0003703644,0.00125998,0.0001243132,0.0002204013,0.001226878,0.0001491853,0.00001670597],"category_scores_gemma":[0.0002464027,0.0001734485,0.0001266192,0.0005138438,0.00007362925,0.0009633382,0.0001692748,0.0004626164,0.000002039591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003685843,"about_ca_system_score_gemma":0.0002915252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374878,"about_ca_topic_score_gemma":0.000308389,"domain_scores_codex":[0.9976312,0.0001926936,0.0009065864,0.0002824286,0.0006525478,0.0003345765],"domain_scores_gemma":[0.9958607,0.0001503335,0.001028829,0.0002925861,0.00257456,0.00009299511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002462106,0.00214533,0.9225868,0.0004687814,0.0003861471,0.01474055,0.01723477,0.001576996,0.001301691,0.03255631,0.001636076,0.005120318],"study_design_scores_gemma":[0.05108336,0.01001217,0.5454947,0.001541948,0.0002787815,0.01990965,0.1193155,0.08824672,0.0113431,0.1394133,0.01041656,0.002944139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857181,0.0001023095,0.01100216,0.001581143,0.0005363882,0.0009764716,0.000005257214,0.00003530929,0.00004290827],"genre_scores_gemma":[0.9971439,8.347857e-7,0.002235982,0.00002609821,0.0004235309,0.00007043388,0.000007566844,0.00001516977,0.00007651709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3770921,"threshold_uncertainty_score":0.7073026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2560811333","doi":"10.24910/jsustain/3.1/5662","title":"Prepare to be Offended Everywhere: How Cultural Safety In Public Places Can Prevent Violent Attacks","year":2015,"lang":"en","type":"article","venue":"International Journal of Sustainable Future for Human Security","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Offensive; Human security; Public relations; Work (physics); Cultural diversity; Cultural conflict; Political science; Social psychology; Psychology; Sociology; Law; Engineering; Management; Economics; Social science","authors":[{"name":"Alexander Lautensach","is_ca":true},{"name":"Sabina Lautensach","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04327597168530016,"gpt":0.3593517759844478,"spread":0.3160758042991476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002557616,0.0002162869,0.000334494,0.0004223177,0.0003225772,0.0004988487,0.001252176,0.0001675261,0.00009089639],"category_scores_gemma":[0.001353558,0.0001962543,0.000242056,0.0002777612,0.0001222138,0.00115435,0.0001854874,0.0003081121,9.533372e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003136002,"about_ca_system_score_gemma":0.0009608253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262935,"about_ca_topic_score_gemma":0.01465749,"domain_scores_codex":[0.9967576,0.0002853854,0.0005787098,0.0002902357,0.001524974,0.0005630879],"domain_scores_gemma":[0.9945117,0.0001043297,0.0005131317,0.0001372435,0.004251095,0.0004825116],"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":[0.001060782,0.0009045983,0.005886326,0.00005987175,0.0003547971,0.0002326015,0.1110816,0.0002261733,0.00008262235,0.5588479,0.3201414,0.001121237],"study_design_scores_gemma":[0.001466386,0.000249076,0.001081788,0.00007897118,0.00001556351,0.00002221674,0.09305705,0.00001562823,0.0001230749,0.02517132,0.8784854,0.0002335285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142085,0.000810741,0.0001670563,0.07659485,0.002337576,0.0007665713,0.0001204433,0.00004075731,0.004953525],"genre_scores_gemma":[0.9929773,0.0001820939,0.0002081783,0.0005261542,0.003182357,0.0000359332,0.00005220205,0.00001629877,0.002819466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5583439,"threshold_uncertainty_score":0.8200535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2342156621","doi":"10.24910/jsustain/2.1/312","title":"Carbon Capture and Storage: Risk and Public Perception","year":2014,"lang":"en","type":"article","venue":"International Journal of Sustainable Future for Human Security","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Government of Alberta","keywords":"Damages; Liability; Carbon capture and storage (timeline); Risk perception; Perception; Business; Risk assessment; Risk analysis (engineering); Accident (philosophy); Environmental science; Environmental planning; Forensic engineering; Natural resource economics; Computer science; Engineering; Finance; Climate change; Computer security; Economics; Political science; Law; Oceanography; Psychology","authors":[{"name":"Michael Couch","is_ca":false},{"name":"Tetsuo Tezuka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007846416426127992,"gpt":0.2891531624259396,"spread":0.2813067459998116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444205,0.00009217912,0.0001388415,0.0002258488,0.000434246,0.0002950619,0.0002213149,0.00009549063,0.00008542451],"category_scores_gemma":[0.0002415617,0.00008336355,0.0000678871,0.00006286527,0.0001543465,0.0004390747,0.00006189543,0.000217433,4.070604e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339267,"about_ca_system_score_gemma":0.0000607069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322025,"about_ca_topic_score_gemma":0.001267175,"domain_scores_codex":[0.9988422,0.0001637395,0.000222119,0.0001341252,0.0004285636,0.0002092646],"domain_scores_gemma":[0.9985072,0.00004427099,0.0002789933,0.00006161826,0.000962676,0.0001452342],"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":[0.00009910859,0.0001283767,0.009993264,0.00006106856,0.0001110914,0.00002236602,0.06465363,0.00000871048,0.00005330683,0.9013737,0.006982791,0.01651261],"study_design_scores_gemma":[0.0008615899,0.0001225747,0.01568321,0.00001154004,0.00003790325,0.00001027399,0.1443974,0.0001050949,9.797955e-7,0.0679698,0.7706805,0.000119098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843504,0.0002559685,0.001879111,0.007266237,0.0007529861,0.0002469566,0.00000564816,0.00001980638,0.00522292],"genre_scores_gemma":[0.9951653,0.0006868924,0.0001988945,0.0002030127,0.002484198,0.000005653018,0.000004992153,0.000008151333,0.001242937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8334039,"threshold_uncertainty_score":0.3399467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206461911","doi":"10.24910/jsustain/8/3346","title":"Expert Assessment of Prioritized Determinants For a Smarter Grid Through The Lens of Residential Demand Response: The Case Study of Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Future for Human Security","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Tokyo; Waseda University; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Smart grid; Context (archaeology); Demand response; Flexibility (engineering); Scrutiny; Delphi method; Grid; Environmental economics; Business; Computer science; Economics; Engineering; Political science; Electricity; Geography","authors":[{"name":"Nikolaos Iliopoulos","is_ca":false},{"name":"Motoharu Onuki","is_ca":true},{"name":"Nistor Ioan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0177368726130313,"gpt":0.3570457843120285,"spread":0.3393089116989972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001811815,0.0001269319,0.0003934961,0.00006761884,0.0005713371,0.00007174286,0.0007183446,0.00007952513,0.00009293741],"category_scores_gemma":[0.0005391833,0.00008954024,0.0002497721,0.0001567127,0.0002021608,0.0003532696,0.0001086823,0.0001837508,5.944476e-9],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152167,"about_ca_system_score_gemma":0.006905694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8673694,"about_ca_topic_score_gemma":0.990396,"domain_scores_codex":[0.9973698,0.0004616332,0.0007771222,0.0001516261,0.0009758945,0.0002639817],"domain_scores_gemma":[0.9936479,0.0007531793,0.001107005,0.0001869932,0.004261297,0.00004362977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.006644697,0.002840471,0.01924081,0.0003102737,0.002989759,0.006347306,0.785858,0.0006467756,0.001473919,0.1338484,0.03808367,0.00171593],"study_design_scores_gemma":[0.003160741,0.0005298357,0.006988799,0.00006769237,0.0001429706,0.0001298317,0.8972095,0.000008392075,0.001270064,0.01245964,0.0778975,0.0001350357],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950019,0.0003416352,0.0001883118,0.00196856,0.001638474,0.000631244,0.00003915233,0.000002333772,0.0001883506],"genre_scores_gemma":[0.9973089,0.00003522572,0.0002847309,0.00007751118,0.001482539,0.00003844059,0.000002691015,0.00001151182,0.0007584892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1230266,"threshold_uncertainty_score":0.9987242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}