{"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":"242a4f18b217","filters":{"venue":"Interdisciplinary studies in human rights"}},"results":[{"id":"W3184497697","doi":"10.1007/978-3-030-73835-8","title":"Transnational Legal Activism in Global Value Chains","year":2021,"lang":"en","type":"book","venue":"Interdisciplinary studies in human rights","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Value (mathematics); Political science; Computer science","authors":[{"name":"Miriam Saage-Maaß","is_ca":true},{"name":"Peer Zumbansen","is_ca":true},{"name":"Michael Bader","is_ca":true},{"name":"Palvasha Shahab","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0386152292902642,"gpt":0.3495009923611093,"spread":0.3108857630708451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001975862,0.0002826977,0.0002029543,0.001100363,0.004144464,0.01040208,0.0006984264,0.003197735,0.01360001],"category_scores_gemma":[0.002322908,0.0002127064,0.000253511,0.002246216,0.01491263,0.007749363,0.006029346,0.003073728,0.0009441926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005847848,"about_ca_system_score_gemma":0.003271867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005754297,"about_ca_topic_score_gemma":0.01365141,"domain_scores_codex":[0.9984407,0.0007410519,0.00003435886,0.0002031257,0.0002706722,0.0003101278],"domain_scores_gemma":[0.9985996,0.0008828907,0.00009177131,0.000194957,0.0001051618,0.0001256305],"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":[0.000005415785,0.000008904001,0.0001112396,0.00002119699,0.000001269391,0.00006376077,0.005746337,0.0001931389,0.00007030515,0.9791887,0.003555085,0.01103465],"study_design_scores_gemma":[0.000008323285,0.00001726084,0.0006062536,0.0003945284,0.000005183994,0.0001213091,0.01247386,0.0006696028,0.0003337562,0.6472241,0.3381377,0.00000803498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01890134,0.003234103,0.002000335,0.006939652,0.0001498467,0.0000174554,0.00001490684,0.00001836793,0.968724],"genre_scores_gemma":[0.7489982,0.005214512,0.001660078,0.003060834,0.0002569805,0.0000958568,0.00007083578,0.00008445114,0.2405584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01360001,"threshold_uncertainty_score":0.04549652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3175581615","doi":"10.1007/978-3-030-73835-8_1","title":"Introduction: Transnational Law and Advocacy Around Labour and Human Rights Litigation","year":2021,"lang":"en","type":"book-chapter","venue":"Interdisciplinary studies in human rights","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Factory (object-oriented programming); Political science; Human rights; Law; Value (mathematics); Sociology; Computer science","authors":[{"name":"Peer Zumbansen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03005783505867829,"gpt":0.3169852228548922,"spread":0.2869273877962139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005224441,0.0005815906,0.0003648027,0.001172276,0.003199129,0.004557491,0.0005422893,0.002524286,0.03785347],"category_scores_gemma":[0.001208757,0.0002621563,0.0002583956,0.001505728,0.003737974,0.005030788,0.001934376,0.004473045,0.006681686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002483076,"about_ca_system_score_gemma":0.001390761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003520132,"about_ca_topic_score_gemma":0.006582088,"domain_scores_codex":[0.9995499,0.0001367915,0.00001470922,0.00007012939,0.0001811705,0.00004739069],"domain_scores_gemma":[0.9994004,0.0004023993,0.00002184458,0.00002885528,0.0001067454,0.00003984046],"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":[0.000008046158,0.0000221238,0.00006314306,0.0001616148,0.000001714854,0.00008580482,0.003120782,0.0001547091,0.0001730304,0.667399,0.2979963,0.03081372],"study_design_scores_gemma":[0.000001203778,0.000005922661,0.0001205654,0.0003843344,0.000001053683,0.00007962249,0.0009084359,0.00007584853,0.0000789384,0.05500961,0.9433304,0.000004161509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001314639,0.05161781,0.003314705,0.02851004,0.006564255,0.0000431294,0.0001591419,0.0001028421,0.9083735],"genre_scores_gemma":[0.04015005,0.04215468,0.002828193,0.01465584,0.005796584,0.0001253712,0.000292721,0.0002927665,0.8937038],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03785347,"threshold_uncertainty_score":0.1266325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406023924","doi":"10.1007/978-3-031-75717-4_8","title":"Business and Human Rights Dispute Settlement: The OECD NCPs as Grievance Mechanism","year":2025,"lang":"en","type":"book-chapter","venue":"Interdisciplinary studies in human rights","topic":"Corporate Law and Human Rights","field":"Business, Management and Accounting","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 Alberta","funders":"","keywords":"Grievance; Mechanism (biology); Settlement (finance); Business; Human rights; Law and economics; Law; Political science; Economics; Finance; Philosophy; Epistemology","authors":[{"name":"Tamar Meshel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03125113306344619,"gpt":0.3015727300608657,"spread":0.2703215969974195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008769122,0.0002368865,0.0002264165,0.002098105,0.005946081,0.006154094,0.000933256,0.001170545,0.003424829],"category_scores_gemma":[0.01500529,0.0001279175,0.0001514693,0.004215154,0.01235665,0.00381932,0.00316982,0.001915672,0.0002695005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0116022,"about_ca_system_score_gemma":0.006283098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02349483,"about_ca_topic_score_gemma":0.03035538,"domain_scores_codex":[0.9834355,0.01296472,0.0002056094,0.0003145504,0.002306269,0.0007734226],"domain_scores_gemma":[0.9833888,0.01338113,0.001117572,0.0005064665,0.001140856,0.000465259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003733506,0.00009401568,0.01230097,0.0002746628,0.000006333957,0.002010978,0.6191462,0.000906055,0.0004816167,0.2979802,0.01380003,0.05296158],"study_design_scores_gemma":[0.000005724932,0.00003780972,0.01408936,0.0005169467,0.000005198026,0.0004573434,0.7468819,0.0004536022,0.0004797969,0.01414215,0.2229072,0.0000228798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5021442,0.003572694,0.006585428,0.01318645,0.0002151121,0.0002888357,0.0003378179,0.0000503407,0.4736192],"genre_scores_gemma":[0.9818428,0.001119429,0.001356768,0.0005440179,0.00003197715,0.0001436335,0.00005799665,0.0000130096,0.01489039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02349483,"threshold_uncertainty_score":0.08418018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416121201","doi":"10.1007/978-3-032-05569-9_12","title":"Polenta and Cyanide? Investment Arbitration as Prospective Environmental Injustice in Roșia Montană","year":2025,"lang":"en","type":"book-chapter","venue":"Interdisciplinary studies in human rights","topic":"Mining and Resource Management","field":"Engineering","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":"Fundação para a Ciência e a Tecnologia; Universitatea \"Lucian Blaga\" din Sibiu","keywords":"Arbitration; International arbitration; Grassroots; Compulsory arbitration; Foreign direct investment; Dispute resolution; Multinational corporation; Investment (military)","authors":[{"name":"Stephanie Triefus","is_ca":false},{"name":"Irina Velicu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01426152016762954,"gpt":0.2755177721353726,"spread":0.261256251967743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001186486,0.0001981649,0.0002428007,0.000508003,0.01326098,0.00603838,0.0009311763,0.002921216,0.003896632],"category_scores_gemma":[0.001400364,0.0001721828,0.0002494427,0.0005264826,0.01064294,0.002785117,0.004402094,0.003454428,0.0001922735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00636773,"about_ca_system_score_gemma":0.003059686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03695941,"about_ca_topic_score_gemma":0.09513256,"domain_scores_codex":[0.998651,0.0006832542,0.00001924993,0.0001135288,0.00009820548,0.0004347778],"domain_scores_gemma":[0.9993464,0.0003241642,0.0001665956,0.00003150961,0.00004452332,0.00008678936],"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":[0.00006010041,0.0001785443,0.009066686,0.000120971,0.00001803776,0.006279804,0.2562413,0.0002852985,0.001162104,0.7028964,0.005759375,0.01793138],"study_design_scores_gemma":[0.0000278116,0.0001021049,0.02480238,0.0006466256,0.00003502958,0.002353193,0.6061246,0.0009430477,0.00124177,0.06618143,0.2974838,0.00005813631],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7005441,0.003008676,0.0009510707,0.02562174,0.00007371989,0.00004339997,0.00001261354,0.00001220527,0.2697325],"genre_scores_gemma":[0.9873797,0.0006078962,0.0001432065,0.001377358,0.00001567148,0.0000175459,0.000005012935,0.000005740204,0.01044801],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03695941,"threshold_uncertainty_score":0.07348859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}