{"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":"e1895f57d7c0","filters":{"venue":"Interdisciplinary Information Sciences"}},"results":[{"id":"W1975287589","doi":"10.4036/iis.2007.129","title":"Foreign Aid (ODA) as a Public Policy","year":2007,"lang":"en","type":"article","venue":"Interdisciplinary Information Sciences","topic":"International Development and Aid","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Japan International Cooperation Agency; University of Oxford; York University","keywords":"Ministry of Foreign Affairs; Interdependence; Corporate governance; Political science; Private sector; Government (linguistics); Public administration; Autonomy; Public sector; Citizen journalism; Public relations; Sociology; Economics; Management; Law","authors":[{"name":"Hideaki Ashitate","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03429949718498647,"gpt":0.3927671459436679,"spread":0.3584676487586814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003112936,0.0001112875,0.0000979947,0.0008436186,0.001885496,0.0005979675,0.0007568898,0.00007809758,0.0006750791],"category_scores_gemma":[0.0004482292,0.00009550073,0.00007494653,0.001227678,0.000793299,0.005502815,0.0003395441,0.0001075261,0.001335949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826072,"about_ca_system_score_gemma":0.00094208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005056586,"about_ca_topic_score_gemma":0.0005456848,"domain_scores_codex":[0.99775,0.00003959045,0.0004551305,0.0001379034,0.001095852,0.0005215682],"domain_scores_gemma":[0.9990957,0.0001471422,0.0001986879,0.00009406827,0.00028756,0.0001768583],"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":[0.00001474152,0.00001640067,0.003209195,0.000003141777,0.000006446631,0.000001988745,0.02861704,0.000006521461,0.000008646869,0.9413083,0.002973775,0.02383385],"study_design_scores_gemma":[0.0004570053,0.0002329757,0.0189179,0.00006355973,0.000004133059,0.00002940303,0.1601858,0.0003545666,0.0004814678,0.2773971,0.5413828,0.0004933309],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08848923,0.000008678173,0.004251974,0.02068985,0.000529027,0.0001686939,0.000003622118,0.0001155832,0.8857433],"genre_scores_gemma":[0.9943892,0.00001117111,0.0007964071,0.00164474,0.0003717155,0.00001038533,0.00001338762,0.000002920737,0.002760055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9059,"threshold_uncertainty_score":0.9994416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2742515379","doi":"10.4036/iis.2017.s.01","title":"Vitrification of Biological Cells Using a Cryogenic Fine Solid Particulate Spray","year":2017,"lang":"en","type":"article","venue":"Interdisciplinary Information Sciences","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Frontier Research Institute for Interdisciplinary Sciences, Tohoku University; Japan Society for the Promotion of Science; Japan Agency for Medical Research and Development","keywords":"Vitrification; Liquid nitrogen; Materials science; Nucleation; Heat transfer; Chemical engineering; Nozzle; Chemistry; Thermodynamics","authors":[{"name":"Jun Ishimoto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05963139961676703,"gpt":0.3498603216189523,"spread":0.2902289220021853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005043746,0.0001034315,0.0001445694,0.0001259535,0.0004198521,0.0001689135,0.0005465591,0.0000609582,0.00003213151],"category_scores_gemma":[0.0000642463,0.00008496107,0.00006141588,0.0001389463,0.0004124313,0.001830766,0.0002644131,0.00007553842,0.00008392346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004507694,"about_ca_system_score_gemma":0.00002222644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005290648,"about_ca_topic_score_gemma":0.000006837332,"domain_scores_codex":[0.9989966,0.00001578444,0.0004768592,0.00009628751,0.0002035291,0.000210967],"domain_scores_gemma":[0.9992976,0.00003822307,0.0001974308,0.0003445258,0.00007097883,0.00005127005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002062457,0.00003141792,0.003449924,0.00005073965,0.00002847581,0.000001526281,0.003026949,0.4054737,0.5763595,0.0009425873,0.0001480839,0.01046651],"study_design_scores_gemma":[0.0001140628,0.00004917215,0.006714395,0.00002941846,0.00000597288,0.000007262014,0.0002547729,0.8684118,0.123638,0.0006021537,0.00006009099,0.0001128711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804425,0.00001690488,0.01505695,0.00007748936,0.0005457659,0.0001232356,0.00001834036,0.00007279241,0.003646076],"genre_scores_gemma":[0.9976106,0.000007435548,0.002325299,0.000008028741,0.00002769027,0.000008160457,0.000004328067,0.00000350829,0.000004934307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.462938,"threshold_uncertainty_score":0.3464612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057178425","doi":"10.4036/iis.2002.1","title":"Semiotic Literacy, Post-Modernity, Malaysia and Japan;","year":2002,"lang":"en","type":"article","venue":"Interdisciplinary Information Sciences","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Semiotics; Product (mathematics); Globalization; Politics; Entertainment; Literacy; Sociology; Modernity; Sign (mathematics); Media studies; Marketing; Public relations; Advertising; Political science; Business; Linguistics; Law; Pedagogy","authors":[{"name":"Todd Joseph Miles Holden","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02855926438930863,"gpt":0.2996675252310493,"spread":0.2711082608417407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002818586,0.0001375596,0.0001597963,0.0002945854,0.001011227,0.001053805,0.000282605,0.00002098258,0.004937261],"category_scores_gemma":[0.00004123885,0.00009901365,0.0000670661,0.0001030599,0.001013187,0.004657229,0.0005200134,0.00008940859,0.0006388042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000181262,"about_ca_system_score_gemma":0.000007592818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004822033,"about_ca_topic_score_gemma":0.0001182974,"domain_scores_codex":[0.9989368,0.00002517924,0.0003535024,0.0001420905,0.0003245522,0.0002179302],"domain_scores_gemma":[0.9994078,0.00007389644,0.0001475841,0.0001468099,0.0001714457,0.00005250784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008824747,0.00006576623,0.001300787,0.00006139209,0.00007261352,0.000003677612,0.839137,0.0001888872,0.00001041916,0.04295557,0.01143683,0.1047582],"study_design_scores_gemma":[0.0007473239,0.0009903515,0.004634237,0.0003442924,0.0001769931,0.0001296022,0.6929479,0.1920557,0.00006408663,0.01237256,0.0943407,0.001196216],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5439473,0.0002910328,0.00007948104,0.003636489,0.000331439,0.00009601197,0.0000302465,0.00007463802,0.4515134],"genre_scores_gemma":[0.995446,0.0000241338,0.0001008079,0.0006649877,0.0001542287,0.00001069319,0.000009735153,0.000003363092,0.003586036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4514987,"threshold_uncertainty_score":0.9999832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}