{"meta":{"query_hash":"a41ebd79cae2","filters":{"venue":"2017 APPAM Fall Research Conference"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/a41ebd79cae2","api":"https://metacan.xera.ac/api/v1/cohort?venue=2017+APPAM+Fall+Research+Conference"},"results":[{"id":"W2754650589","doi":"","title":"Do Income‐Driven Repayment Plans Help Low‐Balance Borrowers? Examining the Options for Community College Students","year":2017,"lang":"en","type":"article","venue":"2017 APPAM Fall Research Conference","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Association of Thoracic Surgeons","funders":"","keywords":"Balance (ability); Business; Labour economics; Low income; Work (physics); Actuarial science; Economics; Public economics; Finance; Demographic economics; Psychology","score_opus":0.2798549120318078,"score_gpt":0.525159307429559,"score_spread":0.24530439539775117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754650589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98924875,0.00041489353,0.0000310964,0.006855956,0.000028671835,0.000041625113,0.00007708479,0.0000039290767,0.0032980754],"genre_scores_gemma":[0.99753845,0.00040407965,0.00009749759,0.0006808805,0.00002847784,0.000032316926,0.000074523305,0.0000021965973,0.0011415735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991326,0.00031065635,0.00004909661,0.000060565428,0.00012255234,0.00032456123],"domain_scores_gemma":[0.99460924,0.0011740407,0.0013514337,0.00012214943,0.00042855903,0.002314669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002169097,0.0002667463,0.00045880268,0.00065214775,0.0016693788,0.002927475,0.001138025,0.0017924494,0.0103911385],"category_scores_gemma":[0.01392281,0.000361917,0.0006477235,0.00055133237,0.00072605046,0.0025338142,0.0016951059,0.0021908528,0.00079495274],"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":[0.0015681484,0.011281923,0.8162232,0.00019686262,0.00021481901,0.0004043413,0.009884521,0.00039726554,0.00033253452,0.0022317916,0.008359152,0.14890538],"study_design_scores_gemma":[0.00063280703,0.0018980148,0.8896993,0.0006661127,0.0004699789,0.00023026607,0.08815367,0.0025025485,0.00046850974,0.0041911844,0.011005262,0.00008235626],"about_ca_topic_score_codex":0.023397243,"about_ca_topic_score_gemma":0.07042286,"teacher_disagreement_score":0.023397243,"about_ca_system_score_codex":0.0012062059,"about_ca_system_score_gemma":0.003673589,"threshold_uncertainty_score":0.04652208},"labels":[],"label_agreement":null},{"id":"W2760145193","doi":"","title":"Effects of a Parental Leave Policy on Differences in Maternal Time with Children by Maternal Education: The Case of the Quebec Parental Insurance Plan","year":2017,"lang":"en","type":"article","venue":"2017 APPAM Fall Research Conference","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Parental leave; Plan (archaeology); Actuarial science; Psychology; Political science; Business; Work (physics); Geography; Engineering","score_opus":0.13054180716375127,"score_gpt":0.4349824114801071,"score_spread":0.3044406043163558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760145193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98514414,0.00079374475,0.00010681141,0.0051312908,0.000053965065,0.00004765099,0.0012482237,0.00001646234,0.0074577336],"genre_scores_gemma":[0.9919446,0.00020584678,0.000054400272,0.00053035264,0.000017776207,0.000020401407,0.00039640634,0.0000074273476,0.0068228547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99590683,0.0010110069,0.00007861158,0.000233366,0.00028231414,0.0024878632],"domain_scores_gemma":[0.9879957,0.0040580486,0.001674191,0.00042978907,0.001518137,0.0043240897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003007963,0.00040973988,0.0010315925,0.0010179693,0.0047512027,0.0036380084,0.0034817415,0.0034601814,0.019019663],"category_scores_gemma":[0.008210827,0.00041414396,0.0021388433,0.0016957208,0.0017949458,0.0011542102,0.0023218233,0.0038177802,0.00069553795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023250622,0.0012257511,0.95660055,0.000060687962,0.000759549,0.00093148905,0.0026895753,0.0049387077,0.00077960413,0.007297719,0.009449198,0.012942198],"study_design_scores_gemma":[0.00020686603,0.0002738868,0.980164,0.000076547665,0.0004934134,0.00004740151,0.010019988,0.0051227775,0.00024236186,0.00045712554,0.0028497449,0.000045994588],"about_ca_topic_score_codex":0.9890754,"about_ca_topic_score_gemma":0.99356574,"teacher_disagreement_score":0.035735637,"about_ca_system_score_codex":0.035735637,"about_ca_system_score_gemma":0.026763003,"threshold_uncertainty_score":0.2592814},"labels":[],"label_agreement":null},{"id":"W2952694670","doi":"","title":"Whose Story Wins? Policy Narratives and the Case of the Affordable Care Act","year":2017,"lang":"en","type":"article","venue":"2017 APPAM Fall Research Conference","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Narrative; Political science; Public administration; Public relations; Law and economics; Business; History; Economics; Art; Literature","score_opus":0.19933644150520938,"score_gpt":0.40609075143432655,"score_spread":0.20675430992911717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952694670","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029328942,0.003759433,0.0025766313,0.8495433,0.0013313406,0.000047946298,0.000084528736,0.000022024997,0.11330591],"genre_scores_gemma":[0.8406995,0.0037826241,0.0014748225,0.12208902,0.001972574,0.00026664423,0.00008370473,0.00017586147,0.029455272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9559176,0.030587912,0.0008845159,0.00189447,0.0044231894,0.0062923715],"domain_scores_gemma":[0.9337842,0.055640202,0.0025053031,0.0012382686,0.0025150126,0.0043170224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04057151,0.0009798394,0.0011066209,0.0026095342,0.040771693,0.03801962,0.0045042858,0.040838797,0.009574477],"category_scores_gemma":[0.089276,0.0012105965,0.0011729214,0.003154411,0.0650145,0.036481496,0.016408518,0.038252287,0.0009413137],"study_design_candidate":"qualitative","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":[0.000023962812,0.000019585652,0.00024723064,0.000027115073,0.000009334417,0.0004911755,0.064178385,0.00016077388,0.000037513197,0.9099151,0.023197167,0.0016926279],"study_design_scores_gemma":[0.000044283526,0.000019835026,0.0005276023,0.0005154624,0.000023455417,0.00025366008,0.14207788,0.00076600834,0.00019096355,0.49224374,0.36324948,0.000087645116],"about_ca_topic_score_codex":0.054337576,"about_ca_topic_score_gemma":0.041862752,"teacher_disagreement_score":0.054337576,"about_ca_system_score_codex":0.023960005,"about_ca_system_score_gemma":0.027655879,"threshold_uncertainty_score":0.21456522},"labels":[],"label_agreement":null}]}