{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"2532c0d29f1c","filters":{"venue":"PET 16 - Rio"}},"results":[{"id":"W2595700397","doi":"","title":"Modelling the effect of campaign advertising and contributions on US Presidential elections when differences across states matter","year":2016,"lang":"en","type":"article","venue":"PET 16 - Rio","topic":"Social Media and Politics","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":"Wilfrid Laurier University","funders":"","keywords":"Presidential election; Political science; Voting; State (computer science); Spoilt vote; Presidential system; Ballot; Balance (ability); Newspaper; Advertising; Public economics; Economics; Politics; Business; Group voting ticket; Psychology; Law; Computer science","authors":[{"name":"Maria Gallego","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01207189124013474,"gpt":0.3089328436968261,"spread":0.2968609524566913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005269069,0.001173619,0.00184943,0.001089523,0.0008754214,0.003301038,0.001907227,0.002841935,0.01072075],"category_scores_gemma":[0.01655046,0.001417805,0.001998432,0.001298449,0.001283862,0.001813932,0.001666106,0.003601559,0.0009005449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003511827,"about_ca_system_score_gemma":0.003151614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06753813,"about_ca_topic_score_gemma":0.06292692,"domain_scores_codex":[0.9979924,0.0009074668,0.00007664653,0.0003522323,0.0001508279,0.0005204667],"domain_scores_gemma":[0.9831913,0.01361737,0.001735265,0.0003140093,0.0005538476,0.0005882703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003017158,0.0001999905,0.01183718,0.00007571948,0.0001026764,0.0002883199,0.0001888251,0.9495885,0.0005182755,0.03114736,0.0009324516,0.00481887],"study_design_scores_gemma":[0.00007370639,0.0001447552,0.003884508,0.00001562477,0.00007356671,0.00003497104,0.0001182832,0.9870026,0.0001533869,0.007693068,0.0007747055,0.00003088062],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8642647,0.001229975,0.1048058,0.003126647,0.0002378078,0.000354996,0.002405381,0.000333818,0.02324098],"genre_scores_gemma":[0.9717749,0.0004540039,0.005970509,0.0001935242,0.00007159809,0.0001917748,0.0007436625,0.00006058832,0.02053947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06753813,"threshold_uncertainty_score":0.13429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2501616825","doi":"","title":"The Ideology Trap","year":2016,"lang":"en","type":"article","venue":"PET 16 - Rio","topic":"Electoral Systems and Political Participation","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":"Simon Fraser University","funders":"","keywords":"Ideology; Voting; Trap (plumbing); Politics; State (computer science); Political science; Political economy; Public opinion; Persistence (discontinuity); Positive economics; Face (sociological concept); Law and economics; Economics; Sociology; Law; Social science; Computer science","authors":[{"name":"Anke S. Kessler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04603886016378383,"gpt":0.3623530763199986,"spread":0.3163142161562148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005674671,0.0003257978,0.0004775101,0.001175703,0.002909109,0.003984958,0.0006479831,0.001713426,0.01267969],"category_scores_gemma":[0.01045026,0.0002525026,0.0003363464,0.0007532265,0.006650645,0.004017533,0.003764228,0.003957151,0.001322996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624386,"about_ca_system_score_gemma":0.001470443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008833674,"about_ca_topic_score_gemma":0.001224332,"domain_scores_codex":[0.9964752,0.001576914,0.00007004567,0.0005936694,0.0008144017,0.0004697429],"domain_scores_gemma":[0.9928821,0.004006559,0.00112528,0.0008680887,0.0005333989,0.0005845166],"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":[0.00003550148,0.00002204079,0.001839438,0.00003512125,0.0000121877,0.00006344747,0.001565371,0.0002729728,0.0002002635,0.9775529,0.002480798,0.01592007],"study_design_scores_gemma":[0.00003880179,0.00004750075,0.002199515,0.00007350642,0.00001094874,0.0002298098,0.001487751,0.001569404,0.0003248873,0.9309239,0.06307537,0.00001852321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1837131,0.004214376,0.116519,0.097734,0.0007258862,0.00008569657,0.0004708612,0.0001714782,0.5963657],"genre_scores_gemma":[0.9716091,0.0006588643,0.007580195,0.003354286,0.0003766029,0.00008350127,0.00007164304,0.00005445037,0.01621142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01267969,"threshold_uncertainty_score":0.04241782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120125921","doi":"","title":"Distortions, Social Infrastructures and Tax Evasion","year":2016,"lang":"en","type":"article","venue":"PET 16 - Rio","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Economics; Tax evasion; Evasion (ethics); Productivity; Aggregate data; Double taxation; General equilibrium theory; Latin Americans; International economics; Public economics; Monetary economics; Macroeconomics","authors":[{"name":"Wilfried Anicet Kouakou Kouame","is_ca":true},{"name":"Jonathan Goyette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02702943105554545,"gpt":0.2267888380054608,"spread":0.1997594069499154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001212642,0.000291576,0.0003288096,0.001118688,0.0004349617,0.001678987,0.0003141934,0.0005709901,0.004186277],"category_scores_gemma":[0.01399594,0.0001698201,0.0003229903,0.001488506,0.00178462,0.001067591,0.0008965219,0.0007750807,0.0002138235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096101,"about_ca_system_score_gemma":0.001075876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009201915,"about_ca_topic_score_gemma":0.006745178,"domain_scores_codex":[0.9989499,0.0004387514,0.00007561294,0.0001009983,0.0002297049,0.00020496],"domain_scores_gemma":[0.983651,0.004542899,0.009872182,0.000987166,0.0006133415,0.0003334082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002221384,0.0003065138,0.8089837,0.0001395715,0.0002684926,0.0004104576,0.001061626,0.08988964,0.0006622518,0.06876375,0.001091537,0.02820035],"study_design_scores_gemma":[0.0001427471,0.0004693124,0.7921167,0.00020494,0.0002115347,0.0006662064,0.003790462,0.07461484,0.002630792,0.1122615,0.01278041,0.0001106637],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828614,0.0003766284,0.003069673,0.0008237216,0.000009720884,0.00004088319,0.0002385313,0.00002895651,0.01255053],"genre_scores_gemma":[0.9994063,0.00009430134,0.000173693,0.000020149,0.000004137768,0.000003656798,0.00003118293,0.000001527869,0.0002649066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009201915,"threshold_uncertainty_score":0.01829672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2727982329","doi":"","title":"Social Infrastructures Tax Evasion and Productivity","year":2016,"lang":"en","type":"article","venue":"PET 16 - Rio","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Productivity; Economics; Evasion (ethics); Constraint (computer-aided design); Government (linguistics); General equilibrium theory; Public economics; International economics; Macroeconomics","authors":[{"name":"Wilfried Anicet Kouakou Kouame","is_ca":true},{"name":"Jonathan Goyette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0341554871667658,"gpt":0.2386384484493468,"spread":0.204482961282581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001190358,0.000245472,0.0002683577,0.0008022445,0.0003167345,0.001630949,0.0003271817,0.0003793585,0.004014127],"category_scores_gemma":[0.01469665,0.0001423971,0.0003079151,0.00143697,0.000975502,0.0007837617,0.0006771791,0.0006844971,0.0002562367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002269877,"about_ca_system_score_gemma":0.0008911505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01078052,"about_ca_topic_score_gemma":0.00651995,"domain_scores_codex":[0.9992705,0.0002593213,0.00004820933,0.0000832302,0.0001381287,0.000200483],"domain_scores_gemma":[0.984323,0.004386261,0.009140039,0.00100083,0.0007952526,0.0003547038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000139322,0.0001829071,0.8853421,0.00005781768,0.0001654497,0.000188488,0.0005686491,0.0785844,0.0005258929,0.01751165,0.0007153394,0.01601798],"study_design_scores_gemma":[0.00007692357,0.0003030187,0.8656194,0.0000873409,0.0001299344,0.0003088223,0.001721482,0.09086798,0.002143728,0.03272709,0.005964946,0.00004922188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911082,0.0001836847,0.002323489,0.00046461,0.000005441433,0.00001908254,0.0002649369,0.00002272032,0.005607884],"genre_scores_gemma":[0.9994204,0.00006004564,0.0001407657,0.00001088813,0.000003154858,0.000002573504,0.00005574278,0.000001342462,0.0003052785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01078052,"threshold_uncertainty_score":0.0214355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}