{"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":"f0420757e55d","filters":{"venue":"Australian defence force journal"}},"results":[{"id":"W2562540723","doi":"","title":"The contribution of submarines to Canada's freedom of action on the world stage","year":2014,"lang":"en","type":"article","venue":"Australian defence force journal","topic":"Maritime Security and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Windsor; Project commissioning; Navy; Submarine; Publishing; Action (physics); Engineering; Service (business); Political science; Law; Media studies; Public administration; Management; Sociology; Economy; Economics","authors":[{"name":"Paul Mitchell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02819146579285118,"gpt":0.2921289737810424,"spread":0.2639375079881912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001799877,0.0002376595,0.0002634392,0.0009221846,0.02239326,0.008043073,0.0009914686,0.001393813,0.01167302],"category_scores_gemma":[0.004316794,0.0002040936,0.0002283283,0.001538502,0.01234657,0.001729702,0.004623471,0.004168369,0.0003552765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07820631,"about_ca_system_score_gemma":0.1716731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9916521,"about_ca_topic_score_gemma":0.9969296,"domain_scores_codex":[0.9963077,0.0004077427,0.00003518421,0.0001967595,0.001127929,0.001924699],"domain_scores_gemma":[0.9961551,0.0004525826,0.0001532234,0.0001520084,0.001058252,0.002028807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008967843,0.00003655538,0.01536923,0.0001580346,0.00005260522,0.0005748852,0.06485921,0.0007751712,0.0005130697,0.6760833,0.1396309,0.1018573],"study_design_scores_gemma":[0.00001076759,0.00002428135,0.02916343,0.0002153741,0.00002140401,0.00009985581,0.04416583,0.0002956238,0.0001961132,0.01985524,0.9058871,0.00006501529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1663122,0.005777019,0.001312142,0.1228013,0.0007530191,0.00005607724,0.000477873,0.00004488897,0.7024654],"genre_scores_gemma":[0.9361743,0.002079934,0.000399806,0.003847493,0.0000641487,0.00001163653,0.0000695045,0.00002749899,0.05732564],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07820631,"threshold_uncertainty_score":0.5674291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2310890667","doi":"","title":"SEvEN SINISTER STRATEGIC TRENDS: A BRIEF ExAmINATION OF EvENTS TO COmE","year":2012,"lang":"en","type":"article","venue":"Australian defence force journal","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Project commissioning; Geopolitics; Publishing; Sustainability; Power (physics); Political science; Consumption (sociology); Political economy; Sociology; Social science; Law; Politics","authors":[{"name":"Nick Deshpande","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1100427760935248,"gpt":0.2964773267093662,"spread":0.1864345506158414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001309139,0.0003609235,0.0003087216,0.002958406,0.004706971,0.008151089,0.0006157747,0.001875346,0.00816301],"category_scores_gemma":[0.004895096,0.0002463127,0.000354812,0.005943012,0.001946749,0.007142911,0.002271399,0.002890164,0.001097754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006849851,"about_ca_system_score_gemma":0.005597498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06965958,"about_ca_topic_score_gemma":0.128188,"domain_scores_codex":[0.9990574,0.0001478062,0.00006221796,0.00008111099,0.0003376626,0.0003139833],"domain_scores_gemma":[0.9982849,0.000520184,0.0002755561,0.00006179656,0.0005730964,0.0002844325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001838202,0.0001141437,0.05200177,0.0009413061,0.00004100237,0.001612579,0.03021305,0.00135248,0.0008439228,0.6768084,0.06272161,0.1731658],"study_design_scores_gemma":[0.000006758668,0.0001016183,0.06470239,0.001126935,0.00003070324,0.000755368,0.08420546,0.0007002601,0.000484792,0.03863556,0.8091851,0.00006501909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2343719,0.04756377,0.007771383,0.07577066,0.004589021,0.0003139836,0.003450904,0.0001847238,0.6259837],"genre_scores_gemma":[0.8838409,0.05787449,0.002897594,0.007240709,0.001105216,0.0001471372,0.002164727,0.0001561771,0.04457294],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06965958,"threshold_uncertainty_score":0.1385083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2768505498","doi":"","title":"East by South-West: The relevance and opportunities for the Australia-Canada security relationship","year":2014,"lang":"en","type":"article","venue":"Australian defence force journal","topic":"Military and Defense Studies","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":"Project commissioning; Publishing; White paper; Relevance (law); Government (linguistics); Political science; National security; Policy development; Defence industry; Public relations; Public administration; Business; Law; Economic policy","authors":[{"name":"Michele Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1060512059530327,"gpt":0.3071448256789574,"spread":0.2010936197259247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003053291,0.0001986733,0.0003890221,0.001149158,0.0207206,0.008926721,0.0009299328,0.001823215,0.01141352],"category_scores_gemma":[0.007281314,0.0002259276,0.0002384821,0.002539324,0.008144596,0.004274862,0.005323063,0.003661509,0.0004195591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05909293,"about_ca_system_score_gemma":0.1424076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9727758,"about_ca_topic_score_gemma":0.9909713,"domain_scores_codex":[0.9959493,0.00112649,0.00006467958,0.0002948151,0.0008209821,0.001743674],"domain_scores_gemma":[0.9933676,0.001013178,0.0004121868,0.0001258493,0.001656008,0.00342519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002084985,0.000119737,0.07047098,0.0003640148,0.00008309301,0.001757757,0.2605768,0.000402333,0.0008555253,0.5235881,0.06544039,0.07613283],"study_design_scores_gemma":[0.00003400032,0.00004941439,0.1322681,0.0009719689,0.00007386185,0.0003973647,0.5004172,0.0006636083,0.0003344765,0.03489744,0.3297631,0.0001294942],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4902717,0.01022037,0.0007227267,0.2692051,0.0005528886,0.00007317535,0.0002540404,0.00001275418,0.2286872],"genre_scores_gemma":[0.9612494,0.003467881,0.0003749357,0.009801731,0.00003597692,0.00001584716,0.00003620205,0.00001415332,0.02500387],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05909293,"threshold_uncertainty_score":0.4287512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2590309702","doi":"","title":"Moving beyond manoeuvre: a conceptual coming of age for the Australian and Canadian armies","year":2008,"lang":"en","type":"article","venue":"Australian defence force journal","topic":"Canadian Identity and History","field":"Social Sciences","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":"Project commissioning; Publishing; Aged care; Management; Engineering; Aeronautics; Media studies; History; Political science; Sociology; Gerontology; Medicine; Law; Economics","authors":[{"name":"Aaron P. Jackson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0474434770218342,"gpt":0.2735148279803143,"spread":0.2260713509584801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01152365,0.001178169,0.0008725688,0.004925539,0.04988956,0.0245721,0.006183148,0.008541241,0.01295105],"category_scores_gemma":[0.01521956,0.0008464996,0.0009993598,0.005194026,0.07747535,0.01448541,0.01294553,0.01347082,0.000792737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1200182,"about_ca_system_score_gemma":0.1666947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9666754,"about_ca_topic_score_gemma":0.9707721,"domain_scores_codex":[0.9881309,0.003931071,0.0002278355,0.0009215579,0.002715878,0.004072826],"domain_scores_gemma":[0.9919088,0.001683539,0.0004526387,0.0004955449,0.002730984,0.002728379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002777023,0.0000257219,0.002012912,0.00007175693,0.000007903247,0.0002038275,0.4345817,0.0002931409,0.0001058564,0.5381261,0.008406957,0.0161364],"study_design_scores_gemma":[0.000008750531,0.00005014048,0.008142955,0.0009264403,0.00003595826,0.0001870798,0.6026472,0.0008921811,0.00009952576,0.0718606,0.3149973,0.0001517481],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1743106,0.01043893,0.01146135,0.1532359,0.001616611,0.0001775829,0.0002074845,0.0001124227,0.6484391],"genre_scores_gemma":[0.9487477,0.002622089,0.003376907,0.00387961,0.00009435178,0.00008546797,0.00006164216,0.000105723,0.04102655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1200182,"threshold_uncertainty_score":0.8707973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2344968304","doi":"","title":"US Africa Command and the Unified Command Plan: [This article is an updated version of an earlier paper, 'The United States Unified Command Plan', published in The Canadian Military Journal, v.7, no.3, Autumn 2006.]","year":2010,"lang":"en","type":"article","venue":"Australian defence force journal","topic":"Canadian Policy and Governance","field":"Social Sciences","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":"Project commissioning; Plan (archaeology); Publishing; Operations research; Command and control; Political science; Engineering; Management; Public administration; Computer science; Law; History; Telecommunications; Economics","authors":[{"name":"Marcus Fielding","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02521555337374927,"gpt":0.2653439847906732,"spread":0.2401284314169239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001882586,0.0005303918,0.0001946471,0.001565703,0.002887573,0.006078758,0.0006195466,0.003200055,0.02390517],"category_scores_gemma":[0.01010723,0.0002619522,0.0002886527,0.004651131,0.001366793,0.004983338,0.002400333,0.002757011,0.001568261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008850831,"about_ca_system_score_gemma":0.02036476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1907263,"about_ca_topic_score_gemma":0.2534343,"domain_scores_codex":[0.9977213,0.000524741,0.0001220276,0.0001263682,0.0009011506,0.0006044127],"domain_scores_gemma":[0.998332,0.0004263271,0.0002077979,0.00008709414,0.0006746787,0.0002721102],"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":[0.00002739654,0.00001249622,0.001043404,0.0001140672,0.000007442874,0.000064343,0.001345148,0.0001958971,0.00006500901,0.2745572,0.6885928,0.03397483],"study_design_scores_gemma":[0.000006128221,0.000006963569,0.002829516,0.0001879458,0.000003766088,0.00002724183,0.0008549994,0.00007840122,0.00007136722,0.006062322,0.9898584,0.00001282427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01781663,0.04571998,0.002517256,0.4244372,0.01704245,0.0001470661,0.005361653,0.0003525443,0.4866052],"genre_scores_gemma":[0.4539949,0.03111596,0.009147549,0.07166279,0.004519213,0.0004334305,0.005680954,0.0002953953,0.4231498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8092737,"threshold_uncertainty_score":0.3792323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209036122","doi":"","title":"A view from Canada - 'reform and the non-commissioned officer'","year":2012,"lang":"en","type":"article","venue":"Australian defence force journal","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","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":"Reputation; Project commissioning; Officer; Publishing; Management; Chief executive officer; Engineering; Engineering management; Operations research; Political science; Computer science; Law; Economics","authors":[{"name":"Stephen R. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03267306066426869,"gpt":0.2322332732237537,"spread":0.199560212559485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005109323,0.0005439086,0.0006951983,0.00139023,0.01796618,0.0127184,0.002648332,0.01558234,0.01300853],"category_scores_gemma":[0.01495179,0.0003152752,0.0007010939,0.002496334,0.01364847,0.005679463,0.003880237,0.01721996,0.001100499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09957128,"about_ca_system_score_gemma":0.2531657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814951,"about_ca_topic_score_gemma":0.9898522,"domain_scores_codex":[0.9908313,0.001001577,0.0001578421,0.000614612,0.003803306,0.003591271],"domain_scores_gemma":[0.984088,0.002089788,0.0005032358,0.0002930265,0.006565148,0.006460789],"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":[0.00003711073,0.00001669852,0.002070479,0.0001059175,0.00001250102,0.0001735272,0.002682965,0.0001565874,0.0001467317,0.2399,0.7443829,0.01031447],"study_design_scores_gemma":[0.00003011721,0.00001592657,0.004891251,0.0002891786,0.00001728744,0.00008246574,0.004973475,0.000235551,0.000157509,0.01759163,0.9716489,0.0000667456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002711886,0.004005862,0.0002474855,0.9648054,0.001779878,0.000008839195,0.0001711596,0.00002229935,0.02624713],"genre_scores_gemma":[0.1301613,0.005542003,0.000833776,0.7881783,0.001600008,0.00002466644,0.0001919205,0.00008550601,0.07338247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09957128,"threshold_uncertainty_score":0.7224436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}