{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"f0e21d60336d","filters":{"venue":"Australian bulletin of labour"}},"results":[{"id":"W629868603","doi":"","title":"The Return of the Lockout in Australia: a Profile of Lockouts since the Decentralisation of Bargaining","year":2004,"lang":"en","type":"article","venue":"Australian bulletin of labour","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Decentralization; Quarter (Canadian coin); Collective bargaining; Project commissioning; Industrial relations; Trade union; Economics; Market economy; Business; Publishing; Political economy; Labour economics; Political science; Law; Management; Geography","authors":[{"name":"Chris Briggs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0255403226817721,"gpt":0.2925405088710378,"spread":0.2670001861892657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001232824,0.0001106591,0.0002145522,0.0000349855,0.0002436372,0.00001854192,0.000680381,0.0001032706,0.0003586738],"category_scores_gemma":[0.0004517548,0.00006137623,0.0001062137,0.0005161501,0.0009365765,0.0000384875,0.00006686077,0.0001858748,0.000001752978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000665063,"about_ca_system_score_gemma":0.0002152501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03257712,"about_ca_topic_score_gemma":0.006153024,"domain_scores_codex":[0.9981,0.0002940656,0.0005999469,0.0001432384,0.0005402221,0.0003225067],"domain_scores_gemma":[0.9985389,0.0002120786,0.0005905738,0.000362356,0.0002523757,0.00004377379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008616563,0.0003422905,0.07415214,0.00008006769,0.00009787138,0.000002362033,0.02789936,0.0005569303,0.01534047,0.878259,0.00271455,0.0004687697],"study_design_scores_gemma":[0.001469147,0.0001670315,0.6977432,0.0006169598,0.00006038983,0.000001047745,0.02230736,0.000001804037,0.1285781,0.01087326,0.1379547,0.0002269698],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973823,0.00005074651,0.000004837578,0.02436999,0.0001598916,0.0004696854,0.00007467733,0.000006019673,0.001041139],"genre_scores_gemma":[0.9940678,0.00006126461,0.0002081982,0.00009713879,0.00004008981,0.000008613673,0.00000176868,0.000008040893,0.005507113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8673857,"threshold_uncertainty_score":0.973865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W612385608","doi":"","title":"The ACTU’s response to the growth in long-term casual employment in Australia","year":2001,"lang":"en","type":"article","venue":"Australian bulletin of labour","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Casual; Project commissioning; Workforce; Publishing; Quarter (Canadian coin); Element (criminal law); Term (time); Management; Engineering; Public relations; Political science; Labour economics; Economics; Law; Geography","authors":[{"name":"Richard J. Watts","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03487026031465801,"gpt":0.3382507551485022,"spread":0.3033804948338442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002388272,0.0001408116,0.0001621484,0.00009736142,0.0003227909,0.000106886,0.0006753646,0.0000957238,0.002145476],"category_scores_gemma":[0.0003956794,0.00009126459,0.00005717967,0.0006190435,0.0002197566,0.00003954147,0.00007928196,0.0002282648,0.00007918671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722174,"about_ca_system_score_gemma":0.000101446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06679955,"about_ca_topic_score_gemma":0.1037051,"domain_scores_codex":[0.997672,0.0006376068,0.0003896185,0.0002309383,0.0004529262,0.0006169667],"domain_scores_gemma":[0.9990736,0.0003128923,0.00009933943,0.0002860283,0.00009028811,0.0001378978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001203101,0.0005886366,0.7756343,0.00001277754,0.00005916327,0.0003635611,0.02375811,0.00006057077,0.0009021627,0.1162939,0.07820099,0.002922638],"study_design_scores_gemma":[0.0002570912,0.00005194042,0.5798212,0.00002847048,0.000002796846,8.770302e-7,0.001338264,3.553015e-8,0.0001207976,0.0001283111,0.4181736,0.0000766331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8520572,0.00001733113,0.000001129952,0.1467741,0.0002267576,0.0004272104,0.00002138237,0.00001288218,0.0004620148],"genre_scores_gemma":[0.8809699,0.0001012808,0.00002750252,0.0008145966,0.000102559,0.00003706952,0.000001431246,0.00001024513,0.1179355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3399726,"threshold_uncertainty_score":0.9987667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125294541","doi":"","title":"Worker Representation in Australia: Moving Towards Overseas Models?","year":2007,"lang":"en","type":"article","venue":"Australian bulletin of labour","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Collective bargaining; Blueprint; Opposition (politics); Representation (politics); Trade union; Subversion; Arbitration; Industrial relations; Political science; Labour law; Public administration; Law; Law and economics; Sociology; Economics; Labour economics; Engineering; Politics","authors":[{"name":"Anthony Forsyth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.060708220042482,"gpt":0.3542538085109136,"spread":0.2935455884684317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001190908,0.0001168125,0.000178552,0.000137739,0.0001309907,0.00004877181,0.0002429176,0.0001524798,0.004335459],"category_scores_gemma":[0.0001432594,0.0001212376,0.00007236901,0.0004950937,0.0001607327,0.000130124,0.00004148169,0.0001798768,0.00001926498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001255588,"about_ca_system_score_gemma":0.00006997963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1040038,"about_ca_topic_score_gemma":0.01000512,"domain_scores_codex":[0.9982703,0.0001098043,0.0003909177,0.0002460284,0.0004797554,0.0005032204],"domain_scores_gemma":[0.9993005,0.00007001039,0.0001475184,0.0002027578,0.0001292364,0.0001499159],"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":[0.00009328064,0.0003102749,0.04948793,0.00001797634,0.00004938363,0.000094281,0.009138101,0.000721315,0.0007176938,0.9008414,0.03174794,0.006780395],"study_design_scores_gemma":[0.0005974643,0.0000285346,0.4757431,0.00006784641,0.00001174956,5.420437e-7,0.008294778,0.000004430136,0.0006555413,0.005604673,0.5087882,0.0002031895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505315,0.00001941394,0.0001257401,0.006742881,0.000308718,0.0002583172,0.00002204014,0.00004083009,0.04195058],"genre_scores_gemma":[0.9048581,0.00003618586,0.001192107,0.0002676109,0.0001403492,0.0000045051,0.000004333684,0.00001067331,0.09348616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8952367,"threshold_uncertainty_score":0.9965747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1597357979","doi":"","title":"The extent and nature of exits from the Disability Support Pension","year":2008,"lang":"en","type":"article","venue":"Australian bulletin of labour","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Payment; Pension; Unemployment; Quarter (Canadian coin); Demographic economics; Low income; Business; Economics; Finance; Economic growth; Geography","authors":[{"name":"Lixin Cai","is_ca":false},{"name":"Ha Vu","is_ca":false},{"name":"Roger Wilkins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1276313728173702,"gpt":0.3799085143544683,"spread":0.252277141537098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001048983,0.0001055164,0.0001722125,0.000005039039,0.000573805,0.00002348927,0.0003543457,0.0001238671,0.00146496],"category_scores_gemma":[0.0004417992,0.00006123177,0.00008754255,0.00008705975,0.002183727,0.00002445237,0.00008127306,0.0001915539,0.00001692148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003934359,"about_ca_system_score_gemma":0.00005634008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01703993,"about_ca_topic_score_gemma":0.002051303,"domain_scores_codex":[0.9983685,0.0003125746,0.0003197816,0.0002250645,0.0005194615,0.0002546326],"domain_scores_gemma":[0.9987934,0.00046527,0.0001488423,0.0003880054,0.0001157109,0.00008879787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008574066,0.0002742509,0.8870751,0.00003791763,0.00004994636,0.000003488845,0.01006238,0.000001094357,0.0003261887,0.01379686,0.086508,0.001779058],"study_design_scores_gemma":[0.0001424538,0.00004818861,0.6459292,0.00001515944,0.00001211151,5.954736e-7,0.004169861,9.980079e-8,0.0004802292,0.001510407,0.3476305,0.00006113855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443052,0.0001506469,2.90817e-7,0.05327474,0.0002248554,0.0003095166,0.0000464904,0.00001221256,0.00167608],"genre_scores_gemma":[0.992093,0.0006307779,0.00006115893,0.0002015093,0.0001262832,0.000007923147,0.00000412576,0.000005883847,0.006869363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2611226,"threshold_uncertainty_score":0.9994478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3126097965","doi":"","title":"Fair Work Australia's First Minimum Wage Decision: Context, Impact and Future","year":2010,"lang":"en","type":"article","venue":"Australian bulletin of labour","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Minimum wage; Project commissioning; Context (archaeology); Work (physics); Wage; Publishing; Economics; Labour economics; Low wage; Engineering; Political science; Law; Geography","authors":[{"name":"Joshua Healy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0166060376182046,"gpt":0.3056559318120579,"spread":0.2890498941938532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005372375,0.0002073694,0.0002796466,0.00007310832,0.000444001,0.0001333418,0.0003898019,0.0002879831,0.02485452],"category_scores_gemma":[0.0001450615,0.0001705054,0.0001259019,0.0003148639,0.0004384505,0.00007502596,0.00006276676,0.0003663713,0.00006738875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000306918,"about_ca_system_score_gemma":0.00006860139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009863152,"about_ca_topic_score_gemma":0.008644822,"domain_scores_codex":[0.9983894,0.00006922991,0.0003325925,0.0003070251,0.0003954368,0.0005063716],"domain_scores_gemma":[0.9987906,0.0001816835,0.0001666791,0.0003310681,0.0001657194,0.0003642338],"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":[0.0001527841,0.0003103738,0.1031906,0.0000248476,0.0001397154,0.00006392928,0.006242109,0.000001863959,0.0007163222,0.2198,0.6461101,0.02324734],"study_design_scores_gemma":[0.000356107,0.00004922508,0.3177643,0.00002507972,0.00001200247,0.000001418111,0.001372675,3.584536e-8,0.0000630955,0.0003417482,0.6798705,0.0001439012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540311,0.0000572251,0.0000019876,0.04284163,0.0009896524,0.0002453786,0.0001284896,0.00004293814,0.001661635],"genre_scores_gemma":[0.948818,0.0001177647,0.0007976598,0.0003835677,0.0008910333,0.000007267419,0.000005521537,0.00001688742,0.04896234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2194582,"threshold_uncertainty_score":0.9967303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}