{"meta":{"query_hash":"63963f9edfa1","filters":{"venue":"LSE Public Policy Review"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/63963f9edfa1","api":"https://metacan.xera.ac/api/v1/cohort?venue=LSE+Public+Policy+Review"},"results":[{"id":"W3112581247","doi":"10.31389/lseppr.15","title":"Human Security: Practical Possibilities","year":2020,"lang":"en","type":"article","venue":"LSE Public Policy Review","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Poverty; Human security; Racism; Precarity; Political science; Airport security; Criminology; Xenophobia; Sociology; Computer security; Law","score_opus":0.1437607056933211,"score_gpt":0.4594112605252781,"score_spread":0.315650554831957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112581247","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001134146,0.5077682,0.0043315436,0.34728906,0.005469645,0.000034278106,0.00005821662,0.00003885074,0.13387606],"genre_scores_gemma":[0.17594154,0.64094484,0.0058432445,0.12693854,0.01477745,0.000326604,0.00013227179,0.000071257484,0.035024177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9938105,0.003768296,0.00019388177,0.00046139074,0.0010881255,0.00067772076],"domain_scores_gemma":[0.9948703,0.0036373867,0.00021087307,0.00041030196,0.00050984096,0.0003612586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009505226,0.0013592759,0.00107956,0.0019164017,0.0047126845,0.01080335,0.0019822924,0.012801355,0.011880109],"category_scores_gemma":[0.006997752,0.00049444864,0.0008324443,0.0014736358,0.045125883,0.019040499,0.008494017,0.013665361,0.002601752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009719362,0.000019766405,0.00005082088,0.0006037817,0.0000098488545,0.00007241871,0.0013492173,0.00020008246,0.000059481048,0.93368167,0.033346158,0.030597024],"study_design_scores_gemma":[0.0000095452215,0.000026501788,0.00015133689,0.002062419,0.000006652051,0.00016669618,0.002586071,0.00008238582,0.000056015215,0.47466278,0.5201741,0.000015533162],"about_ca_topic_score_codex":0.0037237548,"about_ca_topic_score_gemma":0.004514571,"teacher_disagreement_score":0.012801355,"about_ca_system_score_codex":0.006405208,"about_ca_system_score_gemma":0.010938023,"threshold_uncertainty_score":0.050269067},"labels":[],"label_agreement":null},{"id":"W4386549104","doi":"10.31389/lseppr.87","title":"Ukraine’s Decentralisation Reforms and the Path to Reconstruction, Recovery and European Integration","year":2023,"lang":"en","type":"article","venue":"LSE Public Policy Review","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Decentralization; Political science; Path (computing); Economic system; Development economics; Economics; Computer science; Law","score_opus":0.04595779012261477,"score_gpt":0.2605146023547836,"score_spread":0.2145568122321688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386549104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5902574,0.11018257,0.008282639,0.06191607,0.0007597268,0.00007955183,0.0004718594,0.000101061705,0.22794907],"genre_scores_gemma":[0.97478884,0.01192721,0.0011720931,0.0020338662,0.00009014066,0.0000165378,0.00010632841,0.000016424949,0.009848369],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888724,0.00044653506,0.00008906375,0.000115769755,0.00016427168,0.00029708762],"domain_scores_gemma":[0.99947757,0.00011636178,0.00017759271,0.0000533381,0.0001091195,0.000065972956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018503042,0.00016176731,0.00037984343,0.00071422063,0.0013263836,0.00324559,0.0003385478,0.0009053762,0.002035712],"category_scores_gemma":[0.0022367076,0.00015218285,0.0003920573,0.0010955313,0.0022313527,0.0016895216,0.0030637588,0.0012792588,0.00017751529],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085348205,0.000041209943,0.009521108,0.00053746847,0.000068692905,0.00066070206,0.0032072065,0.0049258345,0.00024221237,0.91185856,0.006914787,0.061936926],"study_design_scores_gemma":[0.000057587426,0.00012694625,0.13426591,0.0022018661,0.00008203452,0.0016196611,0.009595895,0.0033662796,0.0011909297,0.1784839,0.66894716,0.000061843064],"about_ca_topic_score_codex":0.03411559,"about_ca_topic_score_gemma":0.024458028,"teacher_disagreement_score":0.03411559,"about_ca_system_score_codex":0.006966358,"about_ca_system_score_gemma":0.0070069167,"threshold_uncertainty_score":0.06783402},"labels":[],"label_agreement":null},{"id":"W4386549267","doi":"10.31389/lseppr.90","title":"The Making of Independent Ukraine","year":2023,"lang":"en","type":"article","venue":"LSE Public Policy Review","topic":"Eastern European Communism and Reforms","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Ukrainian; Opposition (politics); Proclamation; Politics; Political science; Democracy; Democratic revolution; Political economy; Compromise; Independence (probability theory); Political culture; Law; Economic history; Sociology; History","score_opus":0.09027571718494876,"score_gpt":0.3988715918943593,"score_spread":0.3085958747094105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386549267","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2850126,0.092560306,0.0029387723,0.03399621,0.0020875724,0.000117286225,0.00021478608,0.000075868,0.58299655],"genre_scores_gemma":[0.95327884,0.015354679,0.00065887603,0.0035332418,0.00019750114,0.000049551756,0.0000877192,0.000025380925,0.026814187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99644023,0.0017898474,0.00017569527,0.00035770243,0.000598205,0.00063836505],"domain_scores_gemma":[0.99870753,0.00035236313,0.00021288004,0.0001809614,0.00028272416,0.0002635387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048166094,0.00031576757,0.00063399464,0.0011440298,0.004981655,0.0068242108,0.0008041748,0.0014087751,0.003189439],"category_scores_gemma":[0.0041719694,0.00029257286,0.00043299785,0.0012325922,0.007014276,0.0036659685,0.009974935,0.0028960772,0.0005748623],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006988861,0.00011622962,0.0034494284,0.0010337101,0.00011559092,0.0012781,0.04452262,0.00079242076,0.0007977451,0.80066746,0.0170556,0.13010117],"study_design_scores_gemma":[0.000021435533,0.00006052017,0.0132181905,0.0011749311,0.000053841253,0.00049968157,0.020129472,0.00015395804,0.00069850706,0.050610244,0.91334826,0.000030979885],"about_ca_topic_score_codex":0.013435611,"about_ca_topic_score_gemma":0.01780549,"teacher_disagreement_score":0.013435611,"about_ca_system_score_codex":0.0071090152,"about_ca_system_score_gemma":0.014579337,"threshold_uncertainty_score":0.051579773},"labels":[],"label_agreement":null}]}