{"meta":{"query_hash":"3650d3c36aa0","filters":{"venue":"Getting skills right"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/3650d3c36aa0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Getting+skills+right"},"results":[{"id":"W4214777426","doi":"10.1787/0e596882-en","title":"Career Guidance for Adults in Canada","year":2022,"lang":"en","type":"book","venue":"Getting skills right","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":3,"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":"Psychology; Political science; Medical education; Medicine","score_opus":0.04735700603800474,"score_gpt":0.330468736323494,"score_spread":0.28311173028548925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214777426","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012690119,0.022630934,0.00058069185,0.07069582,0.006151693,0.00020260127,0.0026651875,0.0003455071,0.8840375],"genre_scores_gemma":[0.020095909,0.0095995795,0.00084696634,0.0055674445,0.00020989873,0.0000519307,0.0006590078,0.000081832884,0.96288747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992236,0.000048292564,0.00001796371,0.000029850438,0.00031234443,0.0003680008],"domain_scores_gemma":[0.9982851,0.00009023209,0.000027859078,0.000013113281,0.00066966575,0.0009139712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007465627,0.0003714143,0.00038205544,0.0012850558,0.00995567,0.0029170825,0.001131585,0.0024799022,0.064679556],"category_scores_gemma":[0.0017880745,0.00030186423,0.0003195105,0.0025438792,0.00080524373,0.0007630704,0.0013839785,0.0020306276,0.009064447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005535835,0.000017645474,0.0007691146,0.00005321915,7.9850804e-7,0.0000848531,0.0007700272,0.00006336309,0.000035256482,0.0029987737,0.9482511,0.04695027],"study_design_scores_gemma":[0.0000067730143,0.000013062762,0.0062751602,0.00024923234,0.0000028171592,0.000074865515,0.0033304917,0.00010212148,0.00002806132,0.00047225674,0.98943406,0.000011006791],"about_ca_topic_score_codex":0.9843465,"about_ca_topic_score_gemma":0.9975452,"teacher_disagreement_score":0.064679556,"about_ca_system_score_codex":0.030779647,"about_ca_system_score_gemma":0.17256723,"threshold_uncertainty_score":0.22332299},"labels":[],"label_agreement":null},{"id":"W4387637045","doi":"10.1787/2264f3eb-en","title":"Executive summary","year":2022,"lang":"en","type":"book-chapter","venue":"Getting skills right","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outsourcing; Globalization; Pandemic; Context (archaeology); Labour economics; Population ageing; Business; Population; Supply and demand; Economics; Coronavirus disease 2019 (COVID-19); Marketing; Market economy; Sociology; Geography","score_opus":0.022627287836597405,"score_gpt":0.33683556902254863,"score_spread":0.31420828118595123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387637045","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000357373,0.008365166,0.0006140472,0.053098805,0.0479967,0.00043825756,0.011143693,0.00065030536,0.8773357],"genre_scores_gemma":[0.0012623962,0.0056958944,0.00028466654,0.012760546,0.00489483,0.00018800942,0.0039910376,0.00017674455,0.97074586],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860376,0.00014188986,0.00008799922,0.00016636704,0.0007984963,0.00020149023],"domain_scores_gemma":[0.9944748,0.00055072474,0.00020907188,0.0002520054,0.0037615306,0.0007518621],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015398932,0.000619407,0.0005608671,0.0019390428,0.0013108879,0.0051603746,0.0015728096,0.003492726,0.48166627],"category_scores_gemma":[0.007834466,0.00033411037,0.00045617542,0.0023821827,0.00035936234,0.0026388727,0.0010881838,0.0027585928,0.4305472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045416036,0.0000033986764,0.000021338536,0.000058525693,4.12567e-7,0.00000877782,0.000005160209,0.000009410251,0.000017524184,0.0009339887,0.98674345,0.012193547],"study_design_scores_gemma":[0.0000018516062,0.000002607294,0.00014607278,0.0001084277,6.03837e-7,0.000009325322,0.000015504373,0.000006629908,0.000011784244,0.00017799965,0.9995177,0.0000015003002],"about_ca_topic_score_codex":0.010348829,"about_ca_topic_score_gemma":0.0123435855,"teacher_disagreement_score":0.51833373,"about_ca_system_score_codex":0.0023335256,"about_ca_system_score_gemma":0.0072500203,"threshold_uncertainty_score":0.7393402},"labels":[],"label_agreement":null},{"id":"W4387637046","doi":"10.1787/a83a257e-en","title":"Responses to policy questionnaires","year":2022,"lang":"en","type":"book-chapter","venue":"Getting skills right","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Council of Ministers; Public administration; Table (database); Social policy; Economic growth; Business; Economics; Law; European union; Economic policy","score_opus":0.013337778937068919,"score_gpt":0.3165027619229192,"score_spread":0.30316498298585026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387637046","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16197258,0.0011172169,0.0064357026,0.060528576,0.005785108,0.045101818,0.22688432,0.0015398922,0.4906348],"genre_scores_gemma":[0.27196997,0.0064492417,0.021453755,0.043495968,0.0022337548,0.26736617,0.1355366,0.0012314261,0.25026307],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9723589,0.012754651,0.003172376,0.0010923388,0.0062144785,0.0044072443],"domain_scores_gemma":[0.9072296,0.05013226,0.004596024,0.0040763956,0.030007103,0.003958557],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.028461523,0.0011211914,0.0009988986,0.006171857,0.0025394873,0.0032160562,0.0016140137,0.0043486687,0.08736698],"category_scores_gemma":[0.09896136,0.00069794897,0.00049211737,0.0067508733,0.0013695075,0.0023795755,0.0033839392,0.004399603,0.03653562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032175725,0.0010362513,0.013721517,0.0012372817,0.000013296972,0.00022929805,0.02617519,0.00085269264,0.0007560024,0.013819682,0.8603043,0.08153261],"study_design_scores_gemma":[0.000119116776,0.0002553343,0.030960033,0.00089046644,0.000007131218,0.00006189216,0.029595848,0.000469982,0.0005873307,0.003722286,0.93325526,0.000075224234],"about_ca_topic_score_codex":0.01622639,"about_ca_topic_score_gemma":0.011533813,"teacher_disagreement_score":0.912633,"about_ca_system_score_codex":0.010292001,"about_ca_system_score_gemma":0.014010463,"threshold_uncertainty_score":0.29227167},"labels":[],"label_agreement":null},{"id":"W4387637065","doi":"10.1787/584aeb74-fr","title":"Résumé","year":2022,"lang":"fr","type":"book-chapter","venue":"Getting skills right","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.016086991532179684,"score_gpt":0.27625381878300886,"score_spread":0.2601668272508292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387637065","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019644466,0.0069664484,0.0019059347,0.0064243698,0.0033890537,0.00012944208,0.004258681,0.00045896348,0.9745027],"genre_scores_gemma":[0.009868747,0.0043079616,0.0015322879,0.0017381505,0.00058349065,0.00010338713,0.00324431,0.00024026679,0.9783814],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988205,0.00020342265,0.00008317574,0.00023631175,0.00048681142,0.00016975378],"domain_scores_gemma":[0.99868304,0.00026883144,0.000073704294,0.00018349347,0.0005470961,0.00024390603],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011423,0.00088326086,0.00061311154,0.002343808,0.0030882058,0.0061028674,0.001782948,0.002363151,0.45200425],"category_scores_gemma":[0.0037464115,0.00031820365,0.00063016324,0.0030997808,0.0010734786,0.004187693,0.0029495626,0.0021427476,0.23865487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007293753,0.00006845825,0.00069031277,0.0004622226,0.000008034219,0.0002931698,0.0014613894,0.00016914906,0.0003736915,0.069038175,0.7371586,0.19020383],"study_design_scores_gemma":[0.0000020226921,0.000007754497,0.00020601311,0.000100798614,0.000001215132,0.00008021465,0.00015779102,0.000012349969,0.00004814576,0.0014334252,0.99794704,0.0000032232954],"about_ca_topic_score_codex":0.00987846,"about_ca_topic_score_gemma":0.0106056705,"teacher_disagreement_score":0.54799575,"about_ca_system_score_codex":0.0030013195,"about_ca_system_score_gemma":0.0038361151,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4387637070","doi":"10.1787/b8d995ec-en","title":"Sensitivity analysis","year":2022,"lang":"en","type":"book-chapter","venue":"Getting skills right","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Geography; Population; Rural area; The Internet; Demographic economics; Rural population; Demography; Socioeconomics; Psychology; Sociology; Political science; Computer science; Economics","score_opus":0.009394886609522224,"score_gpt":0.2626095092334355,"score_spread":0.2532146226239133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387637070","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0876878,0.033045888,0.4388283,0.011702008,0.010142529,0.0895355,0.21417262,0.004726109,0.11015927],"genre_scores_gemma":[0.670846,0.004450946,0.10505122,0.0097521255,0.0009089897,0.122285604,0.02560558,0.0011153044,0.05998423],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.8068619,0.16764224,0.005023717,0.00819905,0.008009813,0.004263319],"domain_scores_gemma":[0.7145384,0.2547145,0.00819939,0.01299945,0.008863144,0.0006851499],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.08769136,0.002827044,0.0042191143,0.0034603768,0.0012713936,0.0026594806,0.0038032602,0.0035072179,0.09689874],"category_scores_gemma":[0.32806447,0.0010021434,0.021415187,0.0051146173,0.0014132257,0.003318713,0.0030201627,0.007297847,0.0061264005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018959772,0.00096186996,0.05382646,0.040134415,0.08840333,0.00269687,0.0021531382,0.19685772,0.00094394875,0.13008995,0.33976507,0.12520745],"study_design_scores_gemma":[0.0057352795,0.0045553315,0.048164096,0.012508343,0.049778957,0.0016153288,0.00442732,0.23988424,0.0049717706,0.14494637,0.48230106,0.0011119613],"about_ca_topic_score_codex":0.030806374,"about_ca_topic_score_gemma":0.01795948,"teacher_disagreement_score":0.90310127,"about_ca_system_score_codex":0.0058330684,"about_ca_system_score_gemma":0.005654847,"threshold_uncertainty_score":0.46376175},"labels":[],"label_agreement":null},{"id":"W4400719627","doi":"10.1787/2b95c0dc-en","title":"Skills of the Canadian workforce","year":2020,"lang":"en","type":"book-chapter","venue":"Getting skills right","topic":"Organizational Downsizing and Restructuring","field":"Business, Management and Accounting","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":"Workforce; Business; Political science; Law","score_opus":0.005252837861781771,"score_gpt":0.17460525083701012,"score_spread":0.16935241297522835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400719627","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":[0.011768929,0.01705115,0.00036161405,0.06081656,0.0024328795,0.000061753344,0.0011297928,0.00007445324,0.906303],"genre_scores_gemma":[0.06803389,0.011738218,0.0006795358,0.0065553687,0.00017854047,0.000040526833,0.00041582846,0.00006838881,0.91228974],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99821943,0.000097354,0.000023777262,0.000116505704,0.0006798373,0.000863004],"domain_scores_gemma":[0.9985713,0.00006656779,0.000022521233,0.000021976904,0.0006068377,0.00071085285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009994998,0.0006567004,0.00026678725,0.00267413,0.016015714,0.006194912,0.001160097,0.001783056,0.04405129],"category_scores_gemma":[0.0022018054,0.0003470135,0.00035502427,0.003342321,0.0034830188,0.0019200194,0.0019114383,0.0026984224,0.0046447683],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016297516,0.000026484373,0.00182148,0.000120683886,0.0000033948265,0.00013910925,0.0066072047,0.0001502987,0.00022751417,0.13021468,0.76355547,0.09711747],"study_design_scores_gemma":[0.0000020789323,0.0000055267315,0.0055374233,0.000120176024,0.0000021129981,0.00004127109,0.004708491,0.000048964663,0.000046731722,0.00239016,0.98708665,0.000010442512],"about_ca_topic_score_codex":0.9937172,"about_ca_topic_score_gemma":0.9981674,"teacher_disagreement_score":0.089803405,"about_ca_system_score_codex":0.089803405,"about_ca_system_score_gemma":0.1861571,"threshold_uncertainty_score":0.65157235},"labels":[],"label_agreement":null}]}