{"meta":{"query_hash":"8e58e8c1ba53","filters":{"venue":"ACEReSearch (Australian Council for Educational Research)"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/8e58e8c1ba53","api":"https://metacan.xera.ac/api/v1/cohort?venue=ACEReSearch+%28Australian+Council+for+Educational+Research%29"},"results":[{"id":"W1577202197","doi":"","title":"Keeping students safe : photographs and privacy laws in Australia","year":2008,"lang":"en","type":"article","venue":"ACEReSearch (Australian Council for Educational Research)","topic":"Criminal Justice and Corrections Analysis","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":"Project commissioning; Law; Privacy laws of the United States; Publishing; Internet privacy; Political science; Computer security; Computer science; Information privacy","score_opus":0.5162330511348222,"score_gpt":0.5145186304107648,"score_spread":0.001714420724057364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577202197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98711675,0.00015498436,0.000009083388,0.0066391183,0.00017958725,0.00095752266,0.000036477133,0.000016235716,0.0048902566],"genre_scores_gemma":[0.9175209,0.0012757774,0.00032949058,0.000049936356,0.00039345553,0.00037510128,0.000027428496,0.000020181373,0.08000774],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930312,0.00052923243,0.00036238547,0.00058082934,0.0042624613,0.0012338968],"domain_scores_gemma":[0.9943786,0.001996815,0.000056987214,0.00033612855,0.0026858603,0.0005455639],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0076727113,0.00016115773,0.00023179757,0.00069047394,0.0021068773,0.00032831077,0.0008375269,0.00015148707,0.0024041377],"category_scores_gemma":[0.007039026,0.0001746473,0.00012341651,0.0019841217,0.0013825629,0.0004981992,0.00017560736,0.0006673791,0.0002023028],"study_design_candidate":"not_applicable","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":[0.0006547711,0.0023028464,0.47137755,0.0003426666,0.0002740766,0.00005131957,0.14687659,0.000043579243,0.000981718,0.025335299,0.34210253,0.0096570635],"study_design_scores_gemma":[0.0013013671,0.00033800615,0.19704813,0.00018548645,0.000054372795,0.000019137886,0.19723871,0.00004480308,0.00014599151,0.009457034,0.5936095,0.00055746216],"about_ca_topic_score_codex":0.1183707,"about_ca_topic_score_gemma":0.068663456,"teacher_disagreement_score":0.27432942,"about_ca_system_score_codex":0.0018970832,"about_ca_system_score_gemma":0.004480424,"threshold_uncertainty_score":0.99919224},"labels":[],"label_agreement":null},{"id":"W2147628522","doi":"","title":"Some drivers of test item difficulty in mathematics : an analysis of the competency rubric","year":2012,"lang":"en","type":"article","venue":"ACEReSearch (Australian Council for Educational Research)","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":64,"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":"Rubric; Test (biology); Inclusion (mineral); Mathematics education; Test preparation; Psychology; Pedagogy; Computer science; Medical education; Engineering; Social psychology; Medicine","score_opus":0.35000712176952,"score_gpt":0.4785186624063204,"score_spread":0.12851154063680043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147628522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863477,0.0000884189,0.0000010723875,0.005986522,0.00015498925,0.0009161863,0.00017433731,0.0000060140374,0.0063248044],"genre_scores_gemma":[0.9759531,0.00011425218,0.00036712846,0.0000090349195,0.00026058935,0.00008703986,0.000042324788,0.00001280376,0.02315375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934162,0.0004569809,0.00041343103,0.00023141962,0.004604148,0.00087782135],"domain_scores_gemma":[0.9912003,0.005345425,0.00014870454,0.00042138112,0.0025956125,0.00028857772],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009152442,0.00011359846,0.0002860887,0.00047150734,0.0004816415,0.000070937844,0.0011868692,0.00010573774,0.0015258576],"category_scores_gemma":[0.00895057,0.0000894094,0.00020060294,0.0029964237,0.0011546691,0.0005722618,0.00015270943,0.00033626254,0.000027081212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001770966,0.0019519138,0.813169,0.000083271756,0.00017333515,9.879776e-8,0.02695471,0.000016763493,0.001594415,0.14096984,0.014999441,0.000069468195],"study_design_scores_gemma":[0.00028281528,0.00008407081,0.94497794,0.000041573287,0.00007093918,1.0386438e-7,0.042319562,0.0001357899,0.00017345019,0.0052282903,0.00657298,0.00011250247],"about_ca_topic_score_codex":0.005162846,"about_ca_topic_score_gemma":0.007404346,"teacher_disagreement_score":0.13574156,"about_ca_system_score_codex":0.0015362096,"about_ca_system_score_gemma":0.0041472474,"threshold_uncertainty_score":0.99939746},"labels":[],"label_agreement":null},{"id":"W2164783604","doi":"","title":"Digital learning: an Australian Research Agenda","year":2008,"lang":"en","type":"article","venue":"ACEReSearch (Australian Council for Educational Research)","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","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; Public relations; Library science; Media studies; Sociology; Computer science","score_opus":0.606211349841781,"score_gpt":0.46382638517617686,"score_spread":0.14238496466560419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164783604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61169666,0.00073379365,0.010807214,0.16606732,0.0035063045,0.0096679805,0.0012214048,0.0013319169,0.19496742],"genre_scores_gemma":[0.70555717,0.00004181338,0.0020092707,0.0000325499,0.001011739,0.00032054892,0.00035701165,0.000057304165,0.29061258],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9833418,0.0015763437,0.00073029025,0.0016749422,0.009456463,0.0032201344],"domain_scores_gemma":[0.9803705,0.0042581,0.000121321784,0.0017219196,0.012085562,0.0014425525],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.016874418,0.0003962682,0.00042243,0.00086993084,0.0037428949,0.002313509,0.0050732684,0.00031541294,0.00064837106],"category_scores_gemma":[0.010596958,0.0003962091,0.0002438816,0.0032110673,0.0014485291,0.0024455623,0.0008837942,0.0025676417,0.0026156635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014827994,0.00064484676,0.004205822,0.00012543851,0.000074383934,0.000050921335,0.002537186,0.00047574478,0.00040593935,0.047216784,0.93890345,0.005211225],"study_design_scores_gemma":[0.0007633745,0.0014235162,0.0063845026,0.00007732882,0.000002249503,0.00016395045,0.00092088454,0.0020216075,0.0002789431,0.013104983,0.97437704,0.00048160218],"about_ca_topic_score_codex":0.00084382715,"about_ca_topic_score_gemma":0.00007995137,"teacher_disagreement_score":0.16603477,"about_ca_system_score_codex":0.002567737,"about_ca_system_score_gemma":0.013594874,"threshold_uncertainty_score":0.99984896},"labels":[],"label_agreement":null},{"id":"W2746110523","doi":"","title":"Leadership that transforms schools and school systems","year":2017,"lang":"en","type":"article","venue":"ACEReSearch (Australian Council for Educational Research)","topic":"Teacher Education and Leadership Studies","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":"Educational leadership; Psychology; Pedagogy; Mathematics education; Sociology","score_opus":0.8825411599645828,"score_gpt":0.554112014728014,"score_spread":0.32842914523656885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746110523","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056274813,0.001865259,0.000014320938,0.89232963,0.0010708633,0.0027322765,0.00011353789,0.00006026882,0.04553902],"genre_scores_gemma":[0.7467372,0.0005087183,0.000115502015,0.000102487145,0.001329036,0.00064845674,0.000017753538,0.000030070112,0.2505108],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99285305,0.0006178943,0.00027108815,0.00062548526,0.0040151975,0.0016172669],"domain_scores_gemma":[0.9928163,0.0018418891,0.00011156335,0.0007177176,0.0033843475,0.0011281682],"candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.014965272,0.00020836762,0.0002540793,0.00024739964,0.006225918,0.0027410048,0.0014090654,0.00023467779,0.0019124609],"category_scores_gemma":[0.027050821,0.00019661074,0.00010740574,0.00024046144,0.002802962,0.0012706341,0.00009892599,0.001103972,0.00070865283],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013076085,0.00021242033,0.056441035,0.00032005663,0.00011784377,0.000001200296,0.035018384,0.0000010478976,0.000083549625,0.09151819,0.8136426,0.0025129132],"study_design_scores_gemma":[0.0004951344,0.00007597877,0.071603805,0.00012283582,0.000009390877,0.000001805121,0.29036713,0.00000408267,0.00003471998,0.0060615176,0.63100016,0.00022344859],"about_ca_topic_score_codex":0.016329557,"about_ca_topic_score_gemma":0.0057526273,"teacher_disagreement_score":0.8922272,"about_ca_system_score_codex":0.0023904745,"about_ca_system_score_gemma":0.011890883,"threshold_uncertainty_score":0.99991083},"labels":[],"label_agreement":null},{"id":"W56696370","doi":"","title":"Promoting Regional Education Services Integration: APEC University Associations Cross-Border Education Cooperation Workshop: Workshop Report: Kuala Lumpur, Malaysia, 20 – 22 May 2014","year":2014,"lang":"en","type":"article","venue":"ACEReSearch (Australian Council for Educational Research)","topic":"Education and Islamic Studies","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":"Kuala lumpur; Regional science; Economic growth; Political science; Geography; Business; Marketing; Economics","score_opus":0.17848989661745676,"score_gpt":0.4842868484459723,"score_spread":0.3057969518285155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W56696370","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3876652,0.00074359967,0.00035630373,0.42880958,0.004643781,0.0054926914,0.00023243064,0.0002458057,0.1718106],"genre_scores_gemma":[0.40135428,0.0003488131,0.0015952344,0.00039179233,0.0034084774,0.0004946149,0.0019816135,0.000055428016,0.59036976],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914849,0.0015046383,0.0007497836,0.0011241051,0.0038534869,0.001283095],"domain_scores_gemma":[0.9744904,0.004100858,0.00046755403,0.00079978665,0.019495573,0.0006458135],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012400079,0.00035312225,0.00036078008,0.000622859,0.004808471,0.0011781446,0.0010189194,0.00042883333,0.0048985546],"category_scores_gemma":[0.017056752,0.00039541037,0.00020441346,0.0021087548,0.0014245877,0.0017563475,0.00017541161,0.000981307,0.00054197124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00008349909,0.0011927772,0.009564403,0.0001275303,0.000095173564,6.3697865e-7,0.02276048,0.000044228364,0.0001498168,0.16973518,0.7816448,0.014601473],"study_design_scores_gemma":[0.00038531874,0.00006577926,0.014037102,0.00022931206,0.000029931716,0.000010133361,0.05282512,0.00027397415,0.000038284255,0.008274257,0.92342246,0.000408354],"about_ca_topic_score_codex":0.0066030542,"about_ca_topic_score_gemma":0.011990195,"teacher_disagreement_score":0.42841777,"about_ca_system_score_codex":0.0059208903,"about_ca_system_score_gemma":0.03367516,"threshold_uncertainty_score":0.99985874},"labels":[],"label_agreement":null},{"id":"W7005832816","doi":"","title":"Snapshot of student wellbeing","year":2016,"lang":"en","type":"article","venue":"ACEReSearch (Australian Council for Educational Research)","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","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":"Snapshot (computer storage); Quarter (Canadian coin); Data collection","score_opus":0.5145809104965954,"score_gpt":0.5203984521669968,"score_spread":0.005817541670401383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005832816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.806448,0.0002541155,0.00013551503,0.037297774,0.0015400561,0.0015268493,0.00029902806,0.000039512026,0.15245917],"genre_scores_gemma":[0.8758174,0.000065309265,0.0002484267,0.000059996917,0.0006472362,0.0004825049,0.0000413555,0.00003582744,0.1226019],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9940435,0.000622838,0.00051585084,0.00073575333,0.002869714,0.0012122876],"domain_scores_gemma":[0.99038684,0.0053269025,0.00011455609,0.0007526512,0.002987403,0.0004316636],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00755316,0.00019665067,0.00026360722,0.0003187702,0.0003481146,0.00006733208,0.00084023934,0.0002208898,0.036494423],"category_scores_gemma":[0.0040319776,0.00013967055,0.00017107667,0.0005987601,0.00080869516,0.00019708915,0.00012050356,0.00048193516,0.0015037556],"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":[0.0006324206,0.0008685487,0.042999912,0.000062267405,0.00019017416,0.0000034091577,0.0011348444,0.0000023556486,0.015350771,0.14486791,0.78289855,0.010988818],"study_design_scores_gemma":[0.0018803753,0.00102928,0.56083935,0.00014870954,0.000013679086,0.000013269108,0.0017678435,0.0000019018038,0.0016395192,0.061812192,0.37055883,0.00029502128],"about_ca_topic_score_codex":0.00073328725,"about_ca_topic_score_gemma":0.000085731954,"teacher_disagreement_score":0.5178395,"about_ca_system_score_codex":0.0012159089,"about_ca_system_score_gemma":0.001235732,"threshold_uncertainty_score":0.9992737},"labels":[],"label_agreement":null},{"id":"W7010330209","doi":"","title":"Improving Numeracy Learning (Conference Proceedings)","year":2000,"lang":"en","type":"book","venue":"ACEReSearch (Australian Council for Educational Research)","topic":"Augustinian Studies and Theology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministère de l’Éducation, Gouvernement de l’Ontario; University of Tasmania; Leverhulme Trust; Medical Advances Without Animals Trust; Australian Catholic University; University of Missouri; National Science Foundation","keywords":"Numeracy; Key (lock); Educational research; Experiential learning","score_opus":0.37703641631323215,"score_gpt":0.38084984940593564,"score_spread":0.0038134330927034887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010330209","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009594991,0.00053500745,0.0000022987806,0.008528871,0.000614234,0.0018425221,0.0005592395,0.00008601007,0.9868723],"genre_scores_gemma":[0.014658114,0.000457629,0.000105808555,0.000076304226,0.0070204814,0.0008376614,0.00058108865,0.00020112602,0.97606176],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99227756,0.00014284688,0.00066944107,0.0011975958,0.0036693823,0.0020431671],"domain_scores_gemma":[0.98520994,0.0023288238,0.000266119,0.00041707247,0.011270964,0.00050704955],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004409531,0.0005747685,0.00064789073,0.00052674394,0.0030045558,0.0012860539,0.0013473354,0.00040640016,0.092184335],"category_scores_gemma":[0.004527088,0.0005508064,0.0003118784,0.00013798238,0.0026536088,0.0005319306,0.00041254653,0.0031930958,0.0041180397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015708538,0.00008200921,0.000014175312,0.00042662318,0.00013363923,0.0000023650316,0.006229148,0.0000011253884,0.0000056383124,0.3832961,0.60588306,0.0037690334],"study_design_scores_gemma":[0.00039721548,0.00050096423,0.000021767826,0.0002722814,0.000036370726,0.000007735008,0.004243191,0.000056069806,0.0000042774145,0.080724664,0.91323245,0.0005029975],"about_ca_topic_score_codex":0.0012570292,"about_ca_topic_score_gemma":0.0007933322,"teacher_disagreement_score":0.30734938,"about_ca_system_score_codex":0.0032045923,"about_ca_system_score_gemma":0.016654432,"threshold_uncertainty_score":0.99975073},"labels":[],"label_agreement":null},{"id":"W7051405277","doi":"","title":"Walkabout","year":2010,"lang":"en","type":"other","venue":"ACEReSearch (Australian Council for Educational Research)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Active learning (machine learning); Experiential learning; Work (physics); Key (lock)","score_opus":0.22394538199199193,"score_gpt":0.41823194941382663,"score_spread":0.1942865674218347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7051405277","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001408558,0.00018202426,0.000016542393,0.02693486,0.0006755994,0.0035807055,0.0020326937,0.000060284554,0.9663764],"genre_scores_gemma":[0.0011973114,0.000062792846,0.0008820982,0.000034019075,0.004958384,0.0025129314,0.0012985528,0.00061343913,0.98844045],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895229,0.0003096445,0.00048391198,0.0011639772,0.006407858,0.0021117248],"domain_scores_gemma":[0.99130946,0.0020684828,0.0001592311,0.0014505142,0.00406568,0.0009466105],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0049937586,0.00050206576,0.00047688634,0.0009549789,0.00058054377,0.0005288103,0.001969739,0.00046210358,0.92021686],"category_scores_gemma":[0.0019288164,0.00049001595,0.000299305,0.0008514597,0.0010152241,0.000047397014,0.0005418581,0.002797528,0.006246707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048632155,0.00039114317,0.00040141938,0.00020845888,0.00014925002,0.0000012174689,0.000062031024,1.2700501e-7,0.000738531,0.03302183,0.92601717,0.0389602],"study_design_scores_gemma":[0.00075984176,0.0001531644,0.00030998437,0.00014755107,0.00001610942,8.638618e-7,0.00038464885,0.000017667222,0.00022415852,0.0055967607,0.99194294,0.00044629793],"about_ca_topic_score_codex":0.02626564,"about_ca_topic_score_gemma":0.005354888,"teacher_disagreement_score":0.9139702,"about_ca_system_score_codex":0.00034260264,"about_ca_system_score_gemma":0.015782228,"threshold_uncertainty_score":0.99975514},"labels":[],"label_agreement":null},{"id":"W7093646237","doi":"","title":"Walkabout","year":2010,"lang":"","type":"other","venue":"ACEReSearch (Australian Council for Educational Research)","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","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":"Active learning (machine learning); Experiential learning; Work (physics); Key (lock)","score_opus":0.31535453369218425,"score_gpt":0.4501902628286071,"score_spread":0.13483572913642283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093646237","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034362443,0.005060497,0.000027324562,0.085705765,0.004736862,0.011934834,0.0036966156,0.00021180208,0.88519007],"genre_scores_gemma":[0.040831134,0.004676042,0.001471675,0.00028410964,0.012721292,0.0042096167,0.0019361769,0.0012002282,0.9326697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97528195,0.0011702925,0.001420775,0.0027543784,0.01451846,0.0048541506],"domain_scores_gemma":[0.9655859,0.008807884,0.00038186056,0.0032991394,0.018893022,0.0030321826],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.024142142,0.0012899067,0.001749324,0.002074801,0.0015826522,0.0007565588,0.0022718837,0.0026600575,0.31440207],"category_scores_gemma":[0.026910694,0.0012891906,0.0014939728,0.0020245328,0.003957638,0.0004244817,0.00075502216,0.008387278,0.015054276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0014354213,0.0014316008,0.0018089797,0.0015502677,0.00080364326,0.000038901206,0.00033546443,3.3406982e-7,0.002801997,0.017088374,0.92341274,0.049292304],"study_design_scores_gemma":[0.0014612483,0.0012196237,0.009539322,0.0014253544,0.0001727129,0.00010319138,0.0007433709,0.00001414045,0.0010467704,0.00934587,0.97384167,0.001086746],"about_ca_topic_score_codex":0.0053700544,"about_ca_topic_score_gemma":0.0016960785,"teacher_disagreement_score":0.2993478,"about_ca_system_score_codex":0.00835042,"about_ca_system_score_gemma":0.074361265,"threshold_uncertainty_score":0.9999853},"labels":[],"label_agreement":null}]}