{"meta":{"query_hash":"e698731218e1","filters":{"venue":"Springer handbooks of political science and international relations"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/e698731218e1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Springer+handbooks+of+political+science+and+international+relations"},"results":[{"id":"W4392006698","doi":"10.1007/978-3-031-48739-2_23","title":"Australian Journalist Practice and News Reporting in Relation to First Nations","year":2024,"lang":"en","type":"book-chapter","venue":"Springer handbooks of political science and international relations","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Media studies; Political science; History; Sociology; Computer science; Data mining","score_opus":0.0755609343062972,"score_gpt":0.39356886413057374,"score_spread":0.3180079298242765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392006698","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":[0.03653294,0.040890414,0.0009859019,0.06798242,0.0030901912,0.0000928933,0.00025168722,0.00008512816,0.8500884],"genre_scores_gemma":[0.37085855,0.028199388,0.0011513802,0.0065345326,0.0022055015,0.00011435613,0.00015638502,0.00012229665,0.5906576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9914234,0.0041728495,0.00032186016,0.00042046973,0.0026300482,0.0010314446],"domain_scores_gemma":[0.9778998,0.015163841,0.0019024061,0.00080071186,0.002547471,0.0016858049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059330096,0.0003350721,0.00037306067,0.004449389,0.0065432563,0.016822271,0.0013782562,0.0043269307,0.025387364],"category_scores_gemma":[0.03271967,0.00062533416,0.00024779193,0.010846064,0.0059901313,0.0059989197,0.0028104282,0.0042328774,0.00231648],"study_design_candidate":"qualitative","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":[0.000064376705,0.00009729857,0.0035876816,0.00077139697,0.000010840718,0.0008778185,0.17149204,0.00025746727,0.00042982007,0.5794128,0.13316657,0.10983178],"study_design_scores_gemma":[0.000007108345,0.000058061323,0.019923354,0.00087921455,0.00001177991,0.00030611828,0.03390033,0.000345043,0.0002325325,0.018642876,0.92565393,0.000039701612],"about_ca_topic_score_codex":0.07375112,"about_ca_topic_score_gemma":0.11261124,"teacher_disagreement_score":0.07375112,"about_ca_system_score_codex":0.009267129,"about_ca_system_score_gemma":0.01501785,"threshold_uncertainty_score":0.1466437},"labels":[],"label_agreement":null},{"id":"W4392013971","doi":"10.1007/978-3-031-48739-2_20","title":"Digital Shift Toward What? Implications of Digital Transformation for Professional Journalism Practice in Morocco","year":2024,"lang":"en","type":"book-chapter","venue":"Springer handbooks of political science and international relations","topic":"Global Urban Networks and Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Journalism; Transformation (genetics); Digital transformation; Political science; Engineering ethics; Sociology; Media studies; Engineering; Law; Chemistry","score_opus":0.027743958332566043,"score_gpt":0.3439489288858004,"score_spread":0.3162049705532344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392013971","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":[0.36349288,0.034896486,0.0012246661,0.24824029,0.0023873055,0.00008064255,0.00016634972,0.00006963939,0.3494417],"genre_scores_gemma":[0.9596812,0.0051288754,0.0006838141,0.004980232,0.00036282217,0.000027928416,0.000029940536,0.000017877323,0.029087456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.998442,0.00071787165,0.00005690903,0.00010249186,0.00020899747,0.00047169687],"domain_scores_gemma":[0.99699163,0.0016531543,0.00025807487,0.000101411046,0.00028213748,0.0007136054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031884916,0.00015053152,0.00013636245,0.000985717,0.0042190365,0.008950733,0.00053904945,0.0014482905,0.006147524],"category_scores_gemma":[0.0041274577,0.0001435332,0.00012682419,0.0016157888,0.00567758,0.0034926645,0.0025972829,0.0015347959,0.00048654195],"study_design_candidate":"qualitative","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":[0.00016224083,0.00014547669,0.007772157,0.00052246416,0.000011236696,0.0019542275,0.20897752,0.00033625125,0.0019638669,0.53490645,0.05317547,0.19007275],"study_design_scores_gemma":[0.00002830995,0.0000704293,0.030652745,0.00062072754,0.000011885828,0.0005252633,0.15956478,0.00037648418,0.00081168016,0.03160554,0.77569985,0.000032383316],"about_ca_topic_score_codex":0.037701733,"about_ca_topic_score_gemma":0.053353142,"teacher_disagreement_score":0.037701733,"about_ca_system_score_codex":0.013551794,"about_ca_system_score_gemma":0.014071239,"threshold_uncertainty_score":0.09832561},"labels":[],"label_agreement":null}]}