{"meta":{"query_hash":"2409dcee7bcb","filters":{"venue":"Review of Social Sciences"},"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/2409dcee7bcb","api":"https://metacan.xera.ac/api/v1/cohort?venue=Review+of+Social+Sciences"},"results":[{"id":"W2284689813","doi":"10.18533/rss.v1i1.5","title":"Social Integration of Immigrants within the Linguistically Diverse Workplace: A Systematic Review","year":2016,"lang":"en","type":"review","venue":"Review of Social Sciences","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Social integration; Immigration; Social exclusion; Ethnic group; Diversity (politics); Inclusion (mineral); Sociology; Public relations; Social psychology; Political science; Psychology","score_opus":0.059460788849822414,"score_gpt":0.4203649992258659,"score_spread":0.3609042103760435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284689813","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031920767,0.99514115,0.0001293058,0.0004282959,0.000118251555,0.00033633143,0.0002414707,0.0000056920167,0.00040752612],"genre_scores_gemma":[0.021749998,0.97605205,0.0005952936,0.0005170222,0.00006250856,0.0007088736,0.00017957512,0.0000035969917,0.00013114375],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9925156,0.0027954844,0.002375995,0.0005314922,0.0014782853,0.0003030636],"domain_scores_gemma":[0.97479904,0.018320804,0.0036051192,0.00035937157,0.0024452186,0.00047045475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008298706,0.0011986558,0.005193424,0.010325784,0.0012325223,0.0033621853,0.0018043417,0.0024283344,0.0034417016],"category_scores_gemma":[0.036772624,0.0010230561,0.004539873,0.011717546,0.00096806453,0.0029533529,0.0019427496,0.0012407209,0.00027594867],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008522275,0.000031210235,0.0013556805,0.95340174,0.0024903233,0.00019933646,0.0013173961,0.00005225475,0.00013736592,0.00028258757,0.0016844684,0.038962364],"study_design_scores_gemma":[0.000064620355,0.00015747911,0.005599695,0.95975214,0.013127434,0.0004656814,0.0023928515,0.000048142414,0.000105538384,0.00017885951,0.018076636,0.00003092873],"about_ca_topic_score_codex":0.01252602,"about_ca_topic_score_gemma":0.038604178,"teacher_disagreement_score":0.01252602,"about_ca_system_score_codex":0.0044129808,"about_ca_system_score_gemma":0.019983765,"threshold_uncertainty_score":0.04388827},"labels":[],"label_agreement":null},{"id":"W2289211531","doi":"10.18533/rss.v1i2.7","title":"Community Voices: Insights on Social and Human services from People with Lived Experiences of Homelessness","year":2016,"lang":"en","type":"article","venue":"Review of Social Sciences","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Oppression; Focus group; Public relations; Participatory action research; Snowball sampling; Human rights; Psychological intervention; Community engagement; Sociology; Politics; Political science; Nursing; Medicine","score_opus":0.1045511276269426,"score_gpt":0.44123063065740814,"score_spread":0.33667950303046557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289211531","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":[0.26398724,0.42435566,0.0029269103,0.16881566,0.004816101,0.00053421414,0.00018569289,0.00008636864,0.13429217],"genre_scores_gemma":[0.7351611,0.22373065,0.002450774,0.019043038,0.0010433953,0.0006845844,0.00014216812,0.000078860954,0.017665332],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99072206,0.006965868,0.00023258453,0.00020446428,0.0010413371,0.0008337652],"domain_scores_gemma":[0.9915809,0.005762007,0.00059925223,0.00019875626,0.00054023485,0.0013187617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011801694,0.0005868641,0.00079217297,0.0028656567,0.008768273,0.00833434,0.0021424948,0.0035364123,0.0033922715],"category_scores_gemma":[0.010424052,0.00036315757,0.00045583356,0.0041196058,0.010997628,0.0060976516,0.011258895,0.003278932,0.00028601734],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024237686,0.000067397574,0.0010583589,0.0017163091,0.000016570175,0.0018426036,0.8798648,0.000038625185,0.00025653563,0.011352217,0.011663285,0.092099056],"study_design_scores_gemma":[0.000013478697,0.00005408541,0.0019646592,0.0024633042,0.000013160326,0.0007383009,0.79146755,0.000017161829,0.000069607624,0.0026178362,0.20056571,0.00001514913],"about_ca_topic_score_codex":0.042259842,"about_ca_topic_score_gemma":0.15940027,"teacher_disagreement_score":0.042259842,"about_ca_system_score_codex":0.007708373,"about_ca_system_score_gemma":0.020404864,"threshold_uncertainty_score":0.08402771},"labels":[],"label_agreement":null},{"id":"W2740768199","doi":"10.18533/rss.v2i7.106","title":"Putting small-scale mining in perspective: an analysis of risk perception of a southwestern Nigerian community","year":2017,"lang":"en","type":"article","venue":"Review of Social Sciences","topic":"Mining and Resource Management","field":"Engineering","cited_by":6,"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 Saskatchewan","funders":"","keywords":"Scale (ratio); Ranking (information retrieval); Index (typography); Popularity; Perception; Environmental resource management; Population; Risk perception; Business; Environmental planning; Geography; Environmental health; Psychology; Economics; Medicine; Social psychology; Computer science","score_opus":0.03903108537317235,"score_gpt":0.3296531927427037,"score_spread":0.29062210736953137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740768199","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":[0.99949706,0.00010210829,0.00002445843,0.000095020405,0.0000015564489,0.000004166513,0.000008203775,2.4583844e-7,0.00026719598],"genre_scores_gemma":[0.9992824,0.0003222288,0.00005534604,0.00004801843,0.0000021651374,0.0000073659926,0.000012102522,4.701159e-7,0.000269973],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99966,0.00012782334,0.000024728783,0.000036305828,0.00007328413,0.00007779147],"domain_scores_gemma":[0.99915147,0.00026267054,0.00025003628,0.000021702996,0.0001537454,0.00016043166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000759457,0.00017522452,0.00027845276,0.00081174524,0.002215211,0.0010399107,0.00033649677,0.00047016717,0.001179429],"category_scores_gemma":[0.0016060186,0.00017738722,0.00018446382,0.0008821943,0.0009147727,0.00065674644,0.0010173265,0.00051126594,0.00012682722],"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":[0.00007288002,0.0002192249,0.59671307,0.00019656244,0.00002312819,0.0027538466,0.37304187,0.00006268581,0.0009958921,0.00041265393,0.00058427895,0.024923958],"study_design_scores_gemma":[0.0000023594976,0.00018072066,0.2976235,0.00012382807,0.0000141771025,0.00071495085,0.6990772,0.00014357433,0.00009779346,0.0001216333,0.0018865643,0.000013723763],"about_ca_topic_score_codex":0.018259112,"about_ca_topic_score_gemma":0.05170177,"teacher_disagreement_score":0.018259112,"about_ca_system_score_codex":0.0008377818,"about_ca_system_score_gemma":0.0010824064,"threshold_uncertainty_score":0.036305666},"labels":[],"label_agreement":null}]}