{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"3650d3c36aa0","filters":{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; Political science; Medical education; Medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04735700603800474,"gpt":0.330468736323494,"spread":0.2831117302854892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007465627,0.0003714143,0.0003820554,0.001285056,0.00995567,0.002917083,0.001131585,0.002479902,0.06467956],"category_scores_gemma":[0.001788074,0.0003018642,0.0003195105,0.002543879,0.0008052437,0.0007630704,0.001383979,0.002030628,0.009064447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03077965,"about_ca_system_score_gemma":0.1725672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9843465,"about_ca_topic_score_gemma":0.9975452,"domain_scores_codex":[0.9992236,0.00004829256,0.00001796371,0.00002985044,0.0003123444,0.0003680008],"domain_scores_gemma":[0.9982851,0.00009023209,0.00002785908,0.00001311328,0.0006696658,0.0009139712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005535835,0.00001764547,0.0007691146,0.00005321915,7.98508e-7,0.0000848531,0.0007700272,0.00006336309,0.00003525648,0.002998774,0.9482511,0.04695027],"study_design_scores_gemma":[0.000006773014,0.00001306276,0.00627516,0.0002492323,0.000002817159,0.00007486551,0.003330492,0.0001021215,0.00002806132,0.0004722567,0.9894341,0.00001100679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01269012,0.02263093,0.0005806918,0.07069582,0.006151693,0.0002026013,0.002665187,0.0003455071,0.8840375],"genre_scores_gemma":[0.02009591,0.009599579,0.0008469663,0.005567444,0.0002098987,0.0000519307,0.0006590078,0.00008183288,0.9628875],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06467956,"threshold_uncertainty_score":0.223323,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Workforce; Business; Political science; Law","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005252837861781771,"gpt":0.1746052508370101,"spread":0.1693524129752284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009994998,0.0006567004,0.0002667872,0.00267413,0.01601571,0.006194912,0.001160097,0.001783056,0.04405129],"category_scores_gemma":[0.002201805,0.0003470135,0.0003550243,0.003342321,0.003483019,0.001920019,0.001911438,0.002698422,0.004644768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08980341,"about_ca_system_score_gemma":0.1861571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9937172,"about_ca_topic_score_gemma":0.9981674,"domain_scores_codex":[0.9982194,0.000097354,0.00002377726,0.0001165057,0.0006798373,0.000863004],"domain_scores_gemma":[0.9985713,0.00006656779,0.00002252123,0.0000219769,0.0006068377,0.0007108529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001629752,0.00002648437,0.00182148,0.0001206839,0.000003394827,0.0001391093,0.006607205,0.0001502987,0.0002275142,0.1302147,0.7635555,0.09711747],"study_design_scores_gemma":[0.000002078932,0.000005526731,0.005537423,0.000120176,0.000002112998,0.00004127109,0.004708491,0.00004896466,0.00004673172,0.00239016,0.9870867,0.00001044251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01176893,0.01705115,0.000361614,0.06081656,0.00243288,0.00006175334,0.001129793,0.00007445324,0.906303],"genre_scores_gemma":[0.06803389,0.01173822,0.0006795358,0.006555369,0.0001785405,0.00004052683,0.0004158285,0.00006838881,0.9122897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08980341,"threshold_uncertainty_score":0.6515723,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02262728783659741,"gpt":0.3368355690225486,"spread":0.3142082811859512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001539893,0.000619407,0.0005608671,0.001939043,0.001310888,0.005160375,0.00157281,0.003492726,0.4816663],"category_scores_gemma":[0.007834466,0.0003341104,0.0004561754,0.002382183,0.0003593623,0.002638873,0.001088184,0.002758593,0.4305472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002333526,"about_ca_system_score_gemma":0.00725002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034883,"about_ca_topic_score_gemma":0.01234359,"domain_scores_codex":[0.9986038,0.0001418899,0.00008799922,0.000166367,0.0007984963,0.0002014902],"domain_scores_gemma":[0.9944748,0.0005507247,0.0002090719,0.0002520054,0.003761531,0.0007518621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004541604,0.000003398676,0.00002133854,0.00005852569,4.12567e-7,0.00000877782,0.000005160209,0.000009410251,0.00001752418,0.0009339887,0.9867435,0.01219355],"study_design_scores_gemma":[0.000001851606,0.000002607294,0.0001460728,0.0001084277,6.03837e-7,0.000009325322,0.00001550437,0.000006629908,0.00001178424,0.0001779997,0.9995177,0.0000015003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000357373,0.008365166,0.0006140472,0.05309881,0.0479967,0.0004382576,0.01114369,0.0006503054,0.8773357],"genre_scores_gemma":[0.001262396,0.005695894,0.0002846665,0.01276055,0.00489483,0.0001880094,0.003991038,0.0001767446,0.9707459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5183337,"threshold_uncertainty_score":0.7393402,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009394886609522224,"gpt":0.2626095092334355,"spread":0.2532146226239133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.08769136,0.002827044,0.004219114,0.003460377,0.001271394,0.002659481,0.00380326,0.003507218,0.09689874],"category_scores_gemma":[0.3280645,0.001002143,0.02141519,0.005114617,0.001413226,0.003318713,0.003020163,0.007297847,0.006126401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005833068,"about_ca_system_score_gemma":0.005654847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03080637,"about_ca_topic_score_gemma":0.01795948,"domain_scores_codex":[0.8068619,0.1676422,0.005023717,0.00819905,0.008009813,0.004263319],"domain_scores_gemma":[0.7145384,0.2547145,0.00819939,0.01299945,0.008863144,0.0006851499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01895977,0.00096187,0.05382646,0.04013442,0.08840333,0.00269687,0.002153138,0.1968577,0.0009439487,0.13009,0.3397651,0.1252075],"study_design_scores_gemma":[0.00573528,0.004555332,0.0481641,0.01250834,0.04977896,0.001615329,0.00442732,0.2398842,0.004971771,0.1449464,0.4823011,0.001111961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0876878,0.03304589,0.4388283,0.01170201,0.01014253,0.0895355,0.2141726,0.004726109,0.1101593],"genre_scores_gemma":[0.670846,0.004450946,0.1050512,0.009752125,0.0009089897,0.1222856,0.02560558,0.001115304,0.05998423],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9031013,"threshold_uncertainty_score":0.4637617,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01608699153217968,"gpt":0.2762538187830089,"spread":0.2601668272508292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011423,0.0008832609,0.0006131115,0.002343808,0.003088206,0.006102867,0.001782948,0.002363151,0.4520043],"category_scores_gemma":[0.003746412,0.0003182036,0.0006301632,0.003099781,0.001073479,0.004187693,0.002949563,0.002142748,0.2386549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003001319,"about_ca_system_score_gemma":0.003836115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00987846,"about_ca_topic_score_gemma":0.01060567,"domain_scores_codex":[0.9988205,0.0002034226,0.00008317574,0.0002363118,0.0004868114,0.0001697538],"domain_scores_gemma":[0.998683,0.0002688314,0.00007370429,0.0001834935,0.0005470961,0.000243906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007293753,0.00006845825,0.0006903128,0.0004622226,0.000008034219,0.0002931698,0.001461389,0.0001691491,0.0003736915,0.06903818,0.7371586,0.1902038],"study_design_scores_gemma":[0.000002022692,0.000007754497,0.0002060131,0.0001007986,0.000001215132,0.00008021465,0.000157791,0.00001234997,0.00004814576,0.001433425,0.997947,0.000003223295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001964447,0.006966448,0.001905935,0.00642437,0.003389054,0.0001294421,0.004258681,0.0004589635,0.9745027],"genre_scores_gemma":[0.009868747,0.004307962,0.001532288,0.00173815,0.0005834906,0.0001033871,0.00324431,0.0002402668,0.9783814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5479957,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01333777893706892,"gpt":0.3165027619229192,"spread":0.3031649829858503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02846152,0.001121191,0.0009988986,0.006171857,0.002539487,0.003216056,0.001614014,0.004348669,0.08736698],"category_scores_gemma":[0.09896136,0.000697949,0.0004921174,0.006750873,0.001369508,0.002379576,0.003383939,0.004399603,0.03653562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.010292,"about_ca_system_score_gemma":0.01401046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01622639,"about_ca_topic_score_gemma":0.01153381,"domain_scores_codex":[0.9723589,0.01275465,0.003172376,0.001092339,0.006214479,0.004407244],"domain_scores_gemma":[0.9072296,0.05013226,0.004596024,0.004076396,0.0300071,0.003958557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003217573,0.001036251,0.01372152,0.001237282,0.00001329697,0.000229298,0.02617519,0.0008526926,0.0007560024,0.01381968,0.8603043,0.08153261],"study_design_scores_gemma":[0.0001191168,0.0002553343,0.03096003,0.0008904664,0.000007131218,0.00006189216,0.02959585,0.000469982,0.0005873307,0.003722286,0.9332553,0.00007522423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1619726,0.001117217,0.006435703,0.06052858,0.005785108,0.04510182,0.2268843,0.001539892,0.4906348],"genre_scores_gemma":[0.27197,0.006449242,0.02145375,0.04349597,0.002233755,0.2673662,0.1355366,0.001231426,0.2502631],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.912633,"threshold_uncertainty_score":0.2922717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}