{"meta":{"query_hash":"d2f79d28dad8","filters":{"venue":"Advances in computational management science"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"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/d2f79d28dad8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+in+computational+management+science"},"results":[{"id":"W121689203","doi":"10.1007/978-1-4615-1047-5_4","title":"An Ethical Behavior Interpretation of Optimal Control","year":2002,"lang":"en","type":"book-chapter","venue":"Advances in computational management science","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Lagging; Interpretation (philosophy); Reputation; Context (archaeology); Psychology; Control (management); Social psychology; Engineering ethics; Positive economics; Political science; Economics; Computer science; Law; Engineering; Management; Mathematics","score_opus":0.02211825693640807,"score_gpt":0.36472671239395926,"score_spread":0.3426084554575512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W121689203","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027781823,0.00093583175,0.010422165,0.00045966098,0.00083733513,0.0013160711,0.00004559309,0.00007120346,0.983134],"genre_scores_gemma":[0.97958964,0.0006229884,0.013570468,0.00020597852,0.00004569012,0.000066062115,0.0000125947545,0.000015556187,0.0058710054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99777627,0.000040498675,0.00048649026,0.0005534182,0.00087278744,0.00027055084],"domain_scores_gemma":[0.9991042,0.00014747375,0.0003218819,0.0001795796,0.00015876093,0.00008808429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007992669,0.00018937507,0.00029057087,0.00040757837,0.00031434683,0.00007116774,0.00070837094,0.00012772539,0.00018034778],"category_scores_gemma":[0.000025231147,0.0002201095,0.00006678156,0.0001497791,0.0024752272,0.00091590267,0.00012329592,0.0002785112,0.000033185283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001839415,0.00007824825,0.00066480413,0.000015615615,0.000007612593,0.000011316252,0.0014970922,0.046160944,0.0000051224542,0.9290982,0.000012019971,0.022430642],"study_design_scores_gemma":[0.0053392574,0.0018373462,0.01818431,0.0017537174,0.0005480424,0.000008609561,0.010424164,0.17945693,0.00007573278,0.7122068,0.06586164,0.004303474],"about_ca_topic_score_codex":0.00003710924,"about_ca_topic_score_gemma":0.00010163636,"teacher_disagreement_score":0.977263,"about_ca_system_score_codex":0.00045417272,"about_ca_system_score_gemma":0.000066956956,"threshold_uncertainty_score":0.91200775},"labels":[],"label_agreement":null},{"id":"W139253341","doi":"10.1007/978-1-4757-3561-1_18","title":"Uniqueness of Normalized Nash Equilibrium for a Class of Games With Strategies in Banach Spaces","year":2002,"lang":"en","type":"book-chapter","venue":"Advances in computational management science","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Uniqueness; Nash equilibrium; Banach space; Mathematics; Mathematical economics; Class (philosophy); Regular polygon; Work (physics); Pure mathematics; Computer science; Mathematical analysis; Physics; Geometry","score_opus":0.02300162378822432,"score_gpt":0.24762235805247038,"score_spread":0.22462073426424606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W139253341","genre_codex":"other","genre_gemma":"empirical","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":[0.011498098,0.0040235477,0.08180433,0.00020372956,0.0003192317,0.0011080166,0.00027034583,0.000017036395,0.90075564],"genre_scores_gemma":[0.9580771,0.0013130301,0.028311158,0.000038810875,0.000019581381,0.000056404075,0.000025853707,0.000026203172,0.012131894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984287,0.000003875783,0.0007529516,0.0005009006,0.00009180805,0.00022179053],"domain_scores_gemma":[0.9987977,0.00013769868,0.00075874967,0.00021137822,0.000067460285,0.000026990196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005663868,0.00018275814,0.0005283195,0.00073399086,0.00002899968,0.000043090495,0.0004687821,0.000050974984,0.000053993626],"category_scores_gemma":[0.000010096436,0.00020001079,0.000059708338,0.00018834705,0.0006049031,0.00088474114,0.00011597352,0.0000747538,0.0000030901865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034016048,0.000020023117,0.0004806998,0.00023078626,0.000012723254,0.00000127772,0.00008131874,0.29048473,4.1158754e-7,0.7079063,0.000003854984,0.0007438662],"study_design_scores_gemma":[0.0007681073,0.00011794412,0.00062572036,0.00025560573,0.0000054253437,7.4914556e-7,0.00015544714,0.037726577,0.000009193811,0.94836205,0.011720616,0.0002525495],"about_ca_topic_score_codex":0.000024324716,"about_ca_topic_score_gemma":0.00006298228,"teacher_disagreement_score":0.946579,"about_ca_system_score_codex":0.000115485745,"about_ca_system_score_gemma":0.000047310667,"threshold_uncertainty_score":0.81562036},"labels":[],"label_agreement":null},{"id":"W170754804","doi":"10.1007/978-1-4615-1047-5_3","title":"Turnpikes in Multi-Discount Rate Environments and Gcc Policy Evaluation","year":2002,"lang":"en","type":"book-chapter","venue":"Advances in computational management science","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Economics; Business; Computer science","score_opus":0.04255061984139426,"score_gpt":0.27569016292730864,"score_spread":0.2331395430859144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W170754804","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026671959,0.0031461155,0.0075768973,0.00041891827,0.0005064855,0.00078542856,0.000039626357,0.000015164724,0.98484415],"genre_scores_gemma":[0.91635627,0.026815306,0.012944462,0.00053425407,0.00011602175,0.00008345408,0.00007012151,0.00005806122,0.04302204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99821466,0.000009699945,0.0006111446,0.00075500447,0.0001333232,0.00027617178],"domain_scores_gemma":[0.9993061,0.00006358559,0.00037012453,0.00019694453,0.000011989224,0.0000512483],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014723833,0.00021274839,0.000294631,0.0011962809,0.00010522798,0.000113532325,0.00030335796,0.00006186956,0.0001785431],"category_scores_gemma":[0.000044379143,0.00027357996,0.00003354568,0.00017480693,0.00035386236,0.00089245616,0.00018870202,0.00013956949,0.00023442227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000065790323,0.000043626736,0.00418621,0.000044238524,0.0000085212905,0.0000063034613,0.0001230221,0.19249381,1.9546799e-7,0.7657014,0.000011914317,0.037374157],"study_design_scores_gemma":[0.00077748497,0.000018513558,0.0300944,0.000096655254,0.0000048582015,0.0000012134971,0.000016486236,0.3222031,2.6161243e-7,0.6022483,0.044174213,0.0003644725],"about_ca_topic_score_codex":0.000017088938,"about_ca_topic_score_gemma":0.000039294864,"teacher_disagreement_score":0.9418221,"about_ca_system_score_codex":0.00076137745,"about_ca_system_score_gemma":0.000024748853,"threshold_uncertainty_score":0.9999716},"labels":[],"label_agreement":null},{"id":"W171356216","doi":"10.1007/978-1-4757-3561-1_7","title":"Swiss Policy Options To Curb CO2 Emissions: Insights From GEM-E3 Switzerland","year":2002,"lang":"en","type":"book-chapter","venue":"Advances in computational management science","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Greenhouse gas; Carbon tax; Economics; Public economics; Natural resource economics; International economics; Economic policy; Macroeconomics; Environmental economics","score_opus":0.05880896988155312,"score_gpt":0.28782490511854164,"score_spread":0.22901593523698852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W171356216","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001097274,0.0065855533,0.007502493,0.003069798,0.0009068957,0.0007013386,0.00077406724,0.00006597168,0.9792966],"genre_scores_gemma":[0.48788103,0.067147486,0.0813593,0.012832536,0.0028113301,0.00048033046,0.001212693,0.00032619748,0.34594908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99744165,0.0000047869144,0.0008800838,0.0010879186,0.0001577521,0.00042779755],"domain_scores_gemma":[0.998676,0.0001468509,0.00046060694,0.00045396754,0.000046197652,0.00021639801],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024373298,0.00033860467,0.0004869886,0.001821025,0.00031231943,0.00019273309,0.00085092045,0.000107445114,0.0006122162],"category_scores_gemma":[0.00006649359,0.00041648987,0.00009953234,0.00045982964,0.0002797128,0.0008266843,0.000471622,0.00021593933,0.002220064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060886964,0.000036007328,0.00023838252,0.00003052552,0.000017242788,0.000008908831,0.00022029763,0.054735348,2.7639385e-7,0.9420279,0.00041200873,0.0022669868],"study_design_scores_gemma":[0.00025499114,0.000023450715,0.0019877846,0.00013457345,0.0000047041563,0.0000011945491,0.000024506122,0.0091666235,6.552743e-7,0.7166737,0.27134278,0.00038502464],"about_ca_topic_score_codex":0.00012508505,"about_ca_topic_score_gemma":0.00010313793,"teacher_disagreement_score":0.6333475,"about_ca_system_score_codex":0.00063307525,"about_ca_system_score_gemma":0.000034131324,"threshold_uncertainty_score":0.9998287},"labels":[],"label_agreement":null},{"id":"W187740018","doi":"10.1007/978-1-4757-3561-1_5","title":"On Optimal Policies of Multichain Finite State Compact Action Markov Decision Processes","year":2002,"lang":"en","type":"book-chapter","venue":"Advances in computational management science","topic":"Reinforcement Learning in Robotics","field":"Computer Science","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":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Markov decision process; Markov process; Action (physics); Set (abstract data type); Mathematical optimization; Markov chain; State (computer science); Finite set; Markov model; Computer science; Mathematics; Mathematical economics; Applied mathematics; Algorithm","score_opus":0.02400273753884332,"score_gpt":0.30644236955273346,"score_spread":0.28243963201389016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W187740018","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011217071,0.00020284083,0.87341154,0.00011525498,0.00045384155,0.00045385596,0.000007292273,0.00007930381,0.12516388],"genre_scores_gemma":[0.4230037,0.0040201056,0.49410933,0.0006000182,0.00007725186,0.000027351556,0.00003906348,0.00007536538,0.07804781],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9958037,0.000024024965,0.00075845374,0.00085744757,0.002127324,0.00042904704],"domain_scores_gemma":[0.99692166,0.0013470586,0.00076177303,0.0005524806,0.00032457898,0.00009246554],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006396351,0.00038082406,0.00036690573,0.0014429722,0.00022101613,0.000212979,0.0018725885,0.00006139148,0.000038002567],"category_scores_gemma":[0.00023539238,0.00037764263,0.000070872295,0.0008191494,0.00057025184,0.0016230321,0.0005085522,0.0002972574,0.000070773436],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001857348,0.000031484644,0.000027527545,0.00015302554,0.000010385667,0.000023070632,0.00013011783,0.77191776,4.277587e-7,0.19974889,0.00005929158,0.027879411],"study_design_scores_gemma":[0.00043410496,0.00022584801,0.00051601074,0.0009022484,0.000008826568,0.000005453226,0.00001563082,0.9126065,0.000016697599,0.078496404,0.0063655153,0.00040676224],"about_ca_topic_score_codex":0.0000041336452,"about_ca_topic_score_gemma":0.000004493701,"teacher_disagreement_score":0.42289153,"about_ca_system_score_codex":0.0003050675,"about_ca_system_score_gemma":0.00010619408,"threshold_uncertainty_score":0.99986756},"labels":[],"label_agreement":null},{"id":"W195560302","doi":"10.1007/978-1-4757-3561-1_4","title":"On Direct Extremization of a Class of Integrals","year":2002,"lang":"en","type":"book-chapter","venue":"Advances in computational management science","topic":"Advanced Numerical Methods in Computational Mathematics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Class (philosophy); Scalar (mathematics); Applied mathematics; Scalar field; Transformation (genetics); Coordinate system; Field (mathematics); Mathematics; Computer science; Algebra over a field; Mathematical optimization; Pure mathematics; Mathematical physics; Artificial intelligence; Geometry","score_opus":0.022945710286062942,"score_gpt":0.2985493076082697,"score_spread":0.27560359732220674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W195560302","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003351504,0.00052943954,0.4624241,0.000010408519,0.0002683033,0.0002619265,0.000015958993,0.000051225063,0.53640515],"genre_scores_gemma":[0.13636191,0.0014608606,0.8557745,0.00004866837,0.000033155186,0.000028415248,0.000018374352,0.0000690507,0.006205021],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978577,0.000013687452,0.000692631,0.00034857902,0.00091462716,0.00017278585],"domain_scores_gemma":[0.9981861,0.0010694913,0.0003199224,0.00023563129,0.00014931914,0.000039499682],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031991434,0.00024530748,0.00041466256,0.00074532704,0.000031644755,0.000009872878,0.0004545438,0.00005659224,0.00006462579],"category_scores_gemma":[0.00013575934,0.0002527714,0.00006824973,0.0004522449,0.00045543356,0.0002922483,0.00009327397,0.00016926677,0.0000120184195],"study_design_candidate":"theoretical_or_conceptual","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":[0.000004003609,0.000015920881,0.0000021962378,0.00021542872,0.00000807761,0.0000017665373,0.000015949716,0.52448195,0.0000022615136,0.4393599,0.000011770463,0.035880774],"study_design_scores_gemma":[0.000119033095,0.000050775558,0.00003817794,0.000651848,0.000009609604,7.4818445e-7,0.000005055879,0.363969,0.00003929601,0.633388,0.0015662349,0.00016220723],"about_ca_topic_score_codex":1.2940744e-7,"about_ca_topic_score_gemma":2.847891e-7,"teacher_disagreement_score":0.5302001,"about_ca_system_score_codex":0.00019174683,"about_ca_system_score_gemma":0.000013242796,"threshold_uncertainty_score":0.99999243},"labels":[],"label_agreement":null},{"id":"W2100185599","doi":"10.1007/978-1-4757-3561-1_6","title":"A Bilevel Programming Approach to Optimal Price Setting","year":2002,"lang":"en","type":"book-chapter","venue":"Advances in computational management science","topic":"Optimization and Variational Analysis","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Université de Montréal","funders":"","keywords":"Bilevel optimization; Class (philosophy); Computer science; Mathematical optimization; Operations research; Mathematical economics; Economics; Artificial intelligence; Mathematics; Algorithm; Optimization problem","score_opus":0.017043778524424222,"score_gpt":0.26373669772899744,"score_spread":0.2466929192045732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100185599","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.537951e-7,0.000121099394,0.64642423,0.00045033125,0.00013734907,0.00039748338,0.0000030752085,0.00008597012,0.3523796],"genre_scores_gemma":[0.0031712751,0.00010352744,0.9552818,0.0007002292,0.000055869492,0.00007162145,0.000025237696,0.00001801286,0.040572412],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9960402,0.000019109233,0.00056282454,0.0013105699,0.0016148717,0.00045239562],"domain_scores_gemma":[0.99866766,0.00012864913,0.00031423804,0.0004434047,0.0002788014,0.00016724852],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007767769,0.00032331023,0.00027960422,0.001430926,0.0003490905,0.00047696443,0.001974737,0.00005885851,0.00003966662],"category_scores_gemma":[0.000043494772,0.00033391075,0.000090145404,0.0015397159,0.00017117137,0.0017299112,0.00093786704,0.00020167453,0.00014137158],"study_design_candidate":"simulation_or_modeling","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":[9.0488027e-7,0.000034116067,0.000007974225,0.00002317204,0.000008805033,0.0000045838156,0.000103620914,0.47820222,6.7823926e-8,0.487823,0.000043596334,0.033747938],"study_design_scores_gemma":[0.00018735307,0.00002898034,0.00024057306,0.00010485649,0.000012321165,0.0000066182424,0.00001827799,0.8851127,4.0766665e-7,0.047933094,0.065914206,0.00044062265],"about_ca_topic_score_codex":0.0000011529626,"about_ca_topic_score_gemma":6.4645275e-7,"teacher_disagreement_score":0.4398899,"about_ca_system_score_codex":0.0003088612,"about_ca_system_score_gemma":0.00008279002,"threshold_uncertainty_score":0.9999113},"labels":[],"label_agreement":null},{"id":"W2183344379","doi":"10.1007/978-1-4757-3561-1_12","title":"Equilibrium Asset Price Dynamics with Holding-Term Switching","year":2002,"lang":"en","type":"book-chapter","venue":"Advances in computational management science","topic":"Financial Markets and Investment Strategies","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":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Speculation; Economics; Capital asset pricing model; Asset (computer security); Earnings; Financial economics; Rational expectations; Financial market; Consumption-based capital asset pricing model; Econometrics; Microeconomics; Finance","score_opus":0.020735054430553644,"score_gpt":0.23138078914016166,"score_spread":0.210645734709608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183344379","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00078131194,0.0018413931,0.021355266,0.00026803956,0.0005108091,0.0004338225,0.000059960796,0.000050503368,0.9746989],"genre_scores_gemma":[0.77631235,0.0056677805,0.049332466,0.001183688,0.00026939914,0.00010455526,0.00019965936,0.00015700479,0.16677311],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997672,0.0000038732846,0.0006534796,0.0009663669,0.00027275848,0.00043151446],"domain_scores_gemma":[0.99885106,0.000072694,0.00062771334,0.00032503533,0.00005054201,0.00007293922],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005202997,0.00033838235,0.0004172105,0.00081994315,0.00016619032,0.00026953622,0.0007223556,0.000073249474,0.00019291134],"category_scores_gemma":[0.000017710337,0.00036497615,0.00006281746,0.00035003995,0.0004033683,0.0016992551,0.00025396695,0.000254516,0.00015986034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009044774,0.000029655772,0.0019211206,0.00011365205,0.000014958301,0.00003231969,0.00002774757,0.023964468,1.0620957e-7,0.9709516,0.000053469405,0.0028818632],"study_design_scores_gemma":[0.00040723453,0.00012142298,0.013171896,0.00035583117,0.000008274079,0.0000061934297,0.000016720602,0.060234,2.6052126e-7,0.887666,0.0373568,0.0006553493],"about_ca_topic_score_codex":0.0000060364277,"about_ca_topic_score_gemma":0.0000130037815,"teacher_disagreement_score":0.80792576,"about_ca_system_score_codex":0.00048870733,"about_ca_system_score_gemma":0.000033031705,"threshold_uncertainty_score":0.9998802},"labels":[],"label_agreement":null},{"id":"W2270504371","doi":"10.1007/978-1-4615-1047-5_6","title":"Existence and Characterization of Time-Consistent Monetary Policy Rules","year":2002,"lang":"en","type":"book-chapter","venue":"Advances in computational management science","topic":"Monetary Policy and Economic Impact","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":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Economics; Monetary policy; Inflation (cosmology); Inflation targeting; Monetary economics; Price of stability; Stability (learning theory); Central bank; Function (biology); Rational expectations; Output gap; Incentive; Keynesian economics; Macroeconomics; Microeconomics; Computer science","score_opus":0.0357058510414843,"score_gpt":0.23101877532712534,"score_spread":0.19531292428564104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2270504371","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019056868,0.0040175323,0.0023756775,0.000677765,0.00028129976,0.0005854871,0.0005082339,0.000029726207,0.9724674],"genre_scores_gemma":[0.63630223,0.036854915,0.038624685,0.0016856259,0.00038842804,0.0000510866,0.0005308666,0.00010652325,0.28545564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983413,0.000004264654,0.00072183507,0.000587479,0.00010164301,0.0002434532],"domain_scores_gemma":[0.9990163,0.00005192687,0.00061284873,0.00023379529,0.000016835224,0.000068337366],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032360593,0.00020926914,0.00040485122,0.0010289251,0.00009293526,0.000049337108,0.00033137162,0.000057320824,0.00025259002],"category_scores_gemma":[0.000017700313,0.0002595646,0.000056920813,0.00013519784,0.00053291616,0.0008288161,0.00016278803,0.00009750522,0.0003026461],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006785376,0.000020938576,0.00081975595,0.00010990806,0.000020365105,0.0000038523885,0.000080095255,0.010485429,0.0000016525142,0.9804963,0.00001083205,0.0079441145],"study_design_scores_gemma":[0.0003282726,0.000057860187,0.03000551,0.00017349639,0.000008561507,0.000007310182,0.00000492122,0.10497148,0.0000021656292,0.8398043,0.02422967,0.00040643822],"about_ca_topic_score_codex":0.00002711614,"about_ca_topic_score_gemma":0.0000014333276,"teacher_disagreement_score":0.6870118,"about_ca_system_score_codex":0.00014564961,"about_ca_system_score_gemma":0.000013503697,"threshold_uncertainty_score":0.99998564},"labels":[],"label_agreement":null},{"id":"W271042223","doi":"10.1007/0-387-25805-1_3","title":"Capital Resource Substitution, Overshooting, and Sustainable Development","year":2005,"lang":"en","type":"book-chapter","venue":"Advances in computational management science","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Substitution (logic); Economics; Capital (architecture); Resource (disambiguation); Natural resource economics; Sustainable development; Computer science; Geography; Political science; Archaeology","score_opus":0.005463565913312331,"score_gpt":0.21951775113069746,"score_spread":0.21405418521738515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W271042223","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":[0.0106006125,0.00076090614,0.0011929565,0.00020127019,0.000083655264,0.0006438907,0.0000019118424,0.000054539418,0.98646027],"genre_scores_gemma":[0.28786212,0.0007973777,0.032594025,0.0008005512,0.00008705427,0.00006739359,0.00007056449,0.000054566033,0.67766637],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99684775,0.000009958888,0.00042413565,0.0009080388,0.0010919636,0.0007181673],"domain_scores_gemma":[0.9993909,0.00005002621,0.0001890666,0.0002056605,0.000014001344,0.00015035109],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006987246,0.0003488086,0.00021040952,0.00039761222,0.0006007163,0.00010640118,0.00051748636,0.00007128794,0.00074176234],"category_scores_gemma":[0.000018065775,0.00037919302,0.000029795616,0.00028604837,0.0014106265,0.0013099035,0.0014226382,0.00019338289,0.00031739104],"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":[0.000022684095,0.000059597318,0.005031069,0.0001326122,0.000015907117,0.00020281019,0.0007292245,0.1802503,0.0000017105813,0.7437585,0.00060167175,0.06919391],"study_design_scores_gemma":[0.00041367655,0.000022423616,0.04336948,0.000087306915,0.000011053828,0.000011961103,0.00063624623,0.00072112243,0.0000061439164,0.07564294,0.87846315,0.00061446754],"about_ca_topic_score_codex":0.00001415218,"about_ca_topic_score_gemma":0.000030296454,"teacher_disagreement_score":0.8778615,"about_ca_system_score_codex":0.0019517748,"about_ca_system_score_gemma":0.00006015083,"threshold_uncertainty_score":0.999866},"labels":[],"label_agreement":null},{"id":"W29013945","doi":"10.1007/978-1-4757-3561-1_22","title":"Horizontal Strategic Interactions in Franchising","year":2002,"lang":"en","type":"book-chapter","venue":"Advances in computational management science","topic":"Franchising Strategies and Performance","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Franchise; Goodwill; Business; Advertising; Externality; Competition (biology); Service (business); Marketing; Industrial organization; Microeconomics; Economics; Accounting","score_opus":0.02632258154762695,"score_gpt":0.2673842945662098,"score_spread":0.24106171301858287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W29013945","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015931235,0.0008932164,0.00092176744,0.00022940141,0.0015540684,0.00034736804,0.0000036241884,0.00006796732,0.9943895],"genre_scores_gemma":[0.97160774,0.00086805376,0.0038248014,0.000710339,0.0008246943,0.000032722124,0.000062331696,0.000053421863,0.022015886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99763805,0.000002866404,0.00052564975,0.00070248713,0.0007151541,0.00041578236],"domain_scores_gemma":[0.99928844,0.000055461267,0.00031980936,0.000233714,0.00008710439,0.0000154639],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003297315,0.00033409474,0.00028425705,0.0014907918,0.00027278118,0.00044711927,0.0006172516,0.00004597196,0.0004582366],"category_scores_gemma":[0.0000073877536,0.0003567346,0.00006824944,0.00067454565,0.0003803862,0.0038636224,0.00022960526,0.00040654902,0.00036566134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011209146,0.000038836642,0.0004545554,0.00019380527,0.000005019358,0.00005042459,0.000014201158,0.109159544,7.770936e-7,0.8710873,0.00010551287,0.018878778],"study_design_scores_gemma":[0.00061189826,0.000017622697,0.0038817544,0.0010965149,0.000017966038,0.000005883273,0.00011679787,0.1498008,2.5552947e-7,0.6436842,0.20007133,0.0006949564],"about_ca_topic_score_codex":0.000050677605,"about_ca_topic_score_gemma":0.00029970947,"teacher_disagreement_score":0.9723736,"about_ca_system_score_codex":0.00021747912,"about_ca_system_score_gemma":0.000028154991,"threshold_uncertainty_score":0.9998885},"labels":[],"label_agreement":null}]}