{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"1ac07ff4d240","filters":{"venue":"Journal of National Development"}},"results":[{"id":"W4406107343","doi":"10.62047/jnd.2024.12.31.216","title":"Motivating Factors for International Migration: A Case Study of Nepalese Students Living Overseas","year":2024,"lang":"en","type":"article","venue":"Journal of National Development","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University","keywords":"Study abroad; Political science; Psychology; Pedagogy","authors":[{"name":"Tika Raj Kaini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05228786470589311,"gpt":0.3939750391872154,"spread":0.3416871744813222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001537769,0.00007221031,0.0001133591,0.0002931532,0.0001921635,0.0001399578,0.0001758201,0.00003664082,0.0001287818],"category_scores_gemma":[0.001388846,0.00006246137,0.0000654743,0.0002508233,0.00002073936,0.0003529214,0.00002831555,0.0000893531,9.379153e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000407583,"about_ca_system_score_gemma":0.0008230233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007775499,"about_ca_topic_score_gemma":0.003504875,"domain_scores_codex":[0.9978886,0.00007440633,0.0005471618,0.00009260772,0.001307974,0.00008922626],"domain_scores_gemma":[0.9975815,0.0005862978,0.0002790939,0.00002485829,0.001464669,0.00006360801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003910166,0.001304312,0.2692096,0.00005891674,0.0007934651,0.0001879719,0.7053257,0.0016095,0.0001141307,0.0121704,0.003772189,0.005414696],"study_design_scores_gemma":[0.001703475,0.0004197565,0.212319,0.0006964711,0.00008706861,0.0001837687,0.623305,0.006310591,0.00007373762,0.0007624316,0.1536819,0.0004568134],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962961,0.00004092024,0.001657079,0.000285768,0.001066673,0.0002121092,0.000008108063,0.00001025342,0.0004229849],"genre_scores_gemma":[0.9966062,0.00001925118,0.002134122,0.00002991589,0.0002825397,0.000007107807,0.000004315577,0.000006146432,0.0009103429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1499097,"threshold_uncertainty_score":0.2547101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7121287427","doi":"10.62047/jnd.2025.12.31.66","title":"Tribes and UCC: A Perspective Beyond the Civil Code","year":2025,"lang":"","type":"article","venue":"Journal of National Development","topic":"New Caledonia Indigenous Studies","field":"Social Sciences","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":"Perspective (graphical); Code (set theory); Government (linguistics); Civil code; Civil rights; Context (archaeology)","authors":[{"name":"Sultan Singh Yadav","is_ca":false},{"name":"Neha Tamta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01928528039183823,"gpt":0.3287925896676957,"spread":0.3095073092758575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003510113,0.0001981662,0.0003639478,0.0003502309,0.002480173,0.0002047831,0.0004289914,0.00009891108,0.0001204796],"category_scores_gemma":[0.001181753,0.0001393648,0.0001266235,0.0007552855,0.0005948388,0.0002000884,0.0001790293,0.000396728,0.00001095556],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002332336,"about_ca_system_score_gemma":0.008402927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006326817,"about_ca_topic_score_gemma":0.00268542,"domain_scores_codex":[0.9966847,0.000252447,0.0008151975,0.0002062334,0.001696012,0.0003454415],"domain_scores_gemma":[0.9947971,0.001043434,0.0006095878,0.00005926409,0.003385974,0.0001046203],"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":[0.0002260301,0.0004774127,0.007799546,0.00005373062,0.002757667,0.00003458171,0.4107747,0.00004617652,0.00006976794,0.4982344,0.06347213,0.01605385],"study_design_scores_gemma":[0.001623788,0.0001524691,0.1282335,0.0003074645,0.0001509063,0.00005344848,0.1161637,0.00001679513,0.000227897,0.1249535,0.6277779,0.0003386081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1642944,0.04996974,0.0009876321,0.2673816,0.005620481,0.001345493,0.00005208858,0.00002402758,0.5103245],"genre_scores_gemma":[0.9843039,0.003676709,0.001740482,0.001691755,0.0005099282,0.00001322278,5.081911e-7,0.000008947901,0.008054557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8200095,"threshold_uncertainty_score":0.9988185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}