{"meta":{"query_hash":"ec1dae5c0bab","filters":{"venue":"Journal of Consumer Policy"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/ec1dae5c0bab","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Consumer+Policy"},"results":[{"id":"W1522499387","doi":"10.1023/a:1013965627370","title":"Consumer@Protection.EU. An Analysis of European Consumer Legislation in the Information Society","year":2001,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"European and International Contract Law","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Information society; Legislation; Commission; The Internet; Commercial law; Consumer protection; Business; Political science; European commission; Emblem; Law; Public relations; European union; Marketing; Commerce; International trade","score_opus":0.03650986219650227,"score_gpt":0.33368832313452285,"score_spread":0.2971784609380206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522499387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8428077,0.00040070424,0.0014138141,0.004762769,0.00024702505,0.00025939458,0.000023267461,0.0000199709,0.15006535],"genre_scores_gemma":[0.9964144,0.001318657,0.00011052712,0.0016885578,0.00026167068,0.000001184074,0.000007109491,0.000006511049,0.00019137164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997397,0.0009190927,0.0007873671,0.00007448129,0.00062821375,0.00019383804],"domain_scores_gemma":[0.99806756,0.00019285061,0.00086007867,0.00016163845,0.0006282351,0.00008963784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002972374,0.00010116189,0.00023994202,0.0005910961,0.0001971376,0.00014741723,0.0004080162,0.000053740252,0.00015186993],"category_scores_gemma":[0.000637529,0.00007724022,0.00028138174,0.0012058817,0.00030462703,0.0014853445,0.000017454831,0.000286927,0.000031116844],"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":[0.00061907235,0.0010775761,0.1910481,0.000040073006,0.0041482886,0.00006301013,0.14152141,0.0029473417,0.0017658549,0.4894025,0.0078083584,0.15955842],"study_design_scores_gemma":[0.0006908402,0.0000714604,0.19478618,0.000025657439,0.00029558723,0.000016972805,0.00298414,0.0008387168,0.0000213553,0.00022870304,0.7999159,0.00012446931],"about_ca_topic_score_codex":0.0028344996,"about_ca_topic_score_gemma":0.00095351593,"teacher_disagreement_score":0.7921076,"about_ca_system_score_codex":0.000118289165,"about_ca_system_score_gemma":0.000316429,"threshold_uncertainty_score":0.42849344},"labels":[],"label_agreement":null},{"id":"W1969041768","doi":"10.1007/s10603-005-8489-5","title":"Music Piracy on the Web – How Effective are Anti-Piracy Arguments? Evidence from the Theory of Planned Behaviour","year":2005,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":204,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Theory of planned behavior; Perception; Psychology; Advertising; Social psychology; Business; Economics; Control (management)","score_opus":0.045052580746712576,"score_gpt":0.2623569664546328,"score_spread":0.2173043857079202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969041768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654598,0.001471281,0.000035829482,0.028283885,0.00031916503,0.00036501084,0.00001032213,0.000016853493,0.0040378133],"genre_scores_gemma":[0.98971564,0.00020033382,0.0000130744,0.00688306,0.0028101315,0.0000069773996,0.0000012142398,0.000024522144,0.0003450354],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9984784,0.00016306785,0.00044381394,0.00016856781,0.00047449916,0.00027166656],"domain_scores_gemma":[0.9964033,0.001700849,0.0010744586,0.00037097814,0.0004260732,0.00002436138],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010862323,0.00023703901,0.0003700719,0.0002507482,0.00026394235,0.00032721477,0.00074920466,0.000067262234,0.0015249673],"category_scores_gemma":[0.002638522,0.000109083245,0.00026228835,0.0003974313,0.00020386324,0.001267801,0.00015544733,0.00049017416,0.00021478796],"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":[0.0022421207,0.0007726784,0.1627373,0.000093684226,0.00094028737,0.00004497088,0.0026071614,0.000029719675,0.009450079,0.00446236,0.70148575,0.1151339],"study_design_scores_gemma":[0.0036464129,0.00046166757,0.63593936,0.0034485674,0.0013044032,0.000048772526,0.0031946385,0.0024904911,0.013095202,0.009546799,0.3258944,0.0009292732],"about_ca_topic_score_codex":0.00039148756,"about_ca_topic_score_gemma":0.00009158463,"teacher_disagreement_score":0.47320208,"about_ca_system_score_codex":0.000060381353,"about_ca_system_score_gemma":0.00010586789,"threshold_uncertainty_score":0.9993878},"labels":[],"label_agreement":null},{"id":"W1976209341","doi":"10.1007/s10603-012-9192-y","title":"How Good Are You at Getting a Lower Price? A Field Study of the US Automobile Market","year":2012,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":8,"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 British Columbia","funders":"","keywords":"Situational ethics; Business; Ticket; Marketing; Real estate; Database transaction; Advertising; Consumer behaviour; Position (finance); Economics; Microeconomics; Industrial organization","score_opus":0.01609223649181749,"score_gpt":0.2545339517541671,"score_spread":0.2384417152623496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976209341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867601,0.00063358084,0.000007488869,0.0025274938,0.0009083096,0.00030741934,0.0000022005038,0.000018344816,0.008835059],"genre_scores_gemma":[0.9961265,0.00001627871,0.00002524244,0.00092211633,0.0012923015,0.000006614571,2.1706738e-7,0.000026558426,0.0015841865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834687,0.000075597396,0.0005437078,0.00012468068,0.00048952724,0.00041964327],"domain_scores_gemma":[0.99766755,0.00021641776,0.0014163521,0.000364289,0.00029202388,0.000043390024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009787453,0.0002104259,0.00039236544,0.00037340357,0.00021862962,0.00018233618,0.00044774622,0.00007643431,0.0004220176],"category_scores_gemma":[0.0007171264,0.00014342279,0.00025014483,0.0005920812,0.00004818303,0.00093643984,0.00041202034,0.00034671387,0.0000108086915],"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":[0.00010956661,0.000450566,0.98134285,0.00008012212,0.00011898436,0.000012397081,0.00034242152,0.0000010809508,0.0003444913,0.000047361715,0.007841407,0.009308725],"study_design_scores_gemma":[0.0012336322,0.000042452317,0.84162277,0.00014506103,0.00043164322,0.00006620158,0.0008840518,0.000029113278,0.00014372227,0.00002870918,0.15515845,0.00021422774],"about_ca_topic_score_codex":0.00054267986,"about_ca_topic_score_gemma":0.00014883326,"teacher_disagreement_score":0.14731704,"about_ca_system_score_codex":0.00006223754,"about_ca_system_score_gemma":0.000069732814,"threshold_uncertainty_score":0.58486116},"labels":[],"label_agreement":null},{"id":"W2005874163","doi":"10.1007/s10603-014-9262-4","title":"Gender Differences in Psychosocial Determinants of University Students’ Intentions to Buy Fair Trade Products","year":2014,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Theory of planned behavior; Psychology; Moral obligation; Moderation; Social psychology; Psychological intervention; Structural equation modeling; Psychosocial; Obligation; Norm (philosophy); Inclusion (mineral); Control (management); Economics; Political science","score_opus":0.024835741446642003,"score_gpt":0.2748123297773161,"score_spread":0.24997658833067413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005874163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952848,0.000018415582,0.00008578908,0.0038336725,0.00021262762,0.00017350659,0.0000018773951,0.000006438913,0.00038289663],"genre_scores_gemma":[0.9990277,0.000015466048,0.00010613458,0.00036867525,0.00040756966,7.472132e-7,4.220651e-7,0.000009575171,0.00006369371],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878424,0.000060927672,0.00039937475,0.00013604066,0.00040789694,0.00021149388],"domain_scores_gemma":[0.9992352,0.000049008802,0.0004146803,0.00014798803,0.0001277017,0.00002539058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006475205,0.0001214444,0.0002999052,0.0005888052,0.000066190936,0.00005106612,0.00044582752,0.00004976127,0.00002284333],"category_scores_gemma":[0.000659927,0.00011219902,0.000080344886,0.0006221969,0.00011401435,0.00056620006,0.00016105606,0.00013539611,0.000010757018],"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":[0.00012121048,0.00035507153,0.9941123,0.00014136487,0.000025732494,0.000008050388,0.00027111356,0.000008723253,0.00042513004,0.00065717497,0.00047329112,0.0034008122],"study_design_scores_gemma":[0.0007363521,0.000020772879,0.99048316,0.000062737316,0.000044736436,0.000004336074,0.0007640868,0.00001339429,0.000056333134,0.0007422914,0.0069608274,0.000110944115],"about_ca_topic_score_codex":0.00045640537,"about_ca_topic_score_gemma":0.00017000572,"teacher_disagreement_score":0.0064875362,"about_ca_system_score_codex":0.000134532,"about_ca_system_score_gemma":0.00006949461,"threshold_uncertainty_score":0.4575343},"labels":[],"label_agreement":null},{"id":"W2012808955","doi":"10.1007/s10603-007-9037-2","title":"The Social Pedagogy of Wall Street: Stock Trading as Political Activism?","year":2007,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"Management and Organizational Studies","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":"York University","funders":"","keywords":"Autonomy; Politics; Sensibility; Moral responsibility; Social responsibility; Stock market; Public relations; Economics; Political science; Business; Law","score_opus":0.02660284081904374,"score_gpt":0.32622325376491673,"score_spread":0.299620412945873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012808955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8563251,0.0006695053,0.0009985901,0.026500441,0.00047881284,0.00018822198,0.0000018348383,0.000027267566,0.114810266],"genre_scores_gemma":[0.9955112,0.000034053483,0.000036804766,0.0013537507,0.0026275648,4.246743e-7,7.5565936e-7,0.000015937749,0.00041954988],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987101,0.000011361143,0.00047079148,0.000071700495,0.00039838057,0.00033764084],"domain_scores_gemma":[0.99887824,0.00018833998,0.00051994703,0.000068049485,0.00032363564,0.00002181327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059435633,0.00011635267,0.00021938137,0.00030907698,0.00035196758,0.000091305286,0.00025912377,0.000041474992,0.00009566172],"category_scores_gemma":[0.0003875277,0.00008139777,0.00012342501,0.00036789704,0.00014583777,0.0003529548,0.00009810994,0.00014932304,0.000019556815],"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":[0.00009454489,0.00007489913,0.056557517,0.00005000115,0.00023582451,0.000011648124,0.00018266542,7.3086807e-7,0.00015306986,0.92074984,0.011527767,0.010361501],"study_design_scores_gemma":[0.0017837868,0.000060971346,0.43688703,0.0000627899,0.00037562408,0.000018415714,0.0038807797,0.0000982499,0.00043387452,0.06410412,0.4919469,0.00034747264],"about_ca_topic_score_codex":0.0005416389,"about_ca_topic_score_gemma":0.00015429067,"teacher_disagreement_score":0.8566457,"about_ca_system_score_codex":0.00005408025,"about_ca_system_score_gemma":0.00008879793,"threshold_uncertainty_score":0.3319305},"labels":[],"label_agreement":null},{"id":"W2766795846","doi":"10.1007/s10603-017-9364-x","title":"Consumer Protection in Cyber Space and the Ethics of Stewardship","year":2017,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"Patient Dignity and Privacy","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College; University of Toronto","funders":"","keywords":"Consumer protection; Business; Context (archaeology); The Internet; Service provider; Internet privacy; Cyberspace; Marketing; Argument (complex analysis); Service (business); Public relations; Commerce; Political science","score_opus":0.10405686137434902,"score_gpt":0.3813486598012408,"score_spread":0.2772917984268918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766795846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95047325,0.0012427376,0.000046647703,0.043091457,0.00012174689,0.00028391636,0.0000034061363,0.0000025930856,0.004734257],"genre_scores_gemma":[0.9981277,0.0009340496,0.00015433521,0.00043741058,0.00012521916,0.0000021311148,1.5548324e-7,0.000006870115,0.00021215182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998987,0.0002155858,0.00035459758,0.000058645142,0.0002628477,0.00012131242],"domain_scores_gemma":[0.99845463,0.00030504132,0.0006427423,0.0002723834,0.00024251976,0.00008269316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013876276,0.0000795947,0.0003272868,0.00018692513,0.000118725264,0.000028682458,0.00013182178,0.00011481172,0.000013748773],"category_scores_gemma":[0.0052369502,0.0000488699,0.00008259529,0.000067046465,0.0005598138,0.00014877837,0.0000493564,0.00077648234,0.0000038039448],"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":[0.01283671,0.00078950357,0.79886645,0.0012173055,0.0012396064,0.0001895702,0.03276632,0.0000092715645,0.011026235,0.048458263,0.0021696482,0.0904311],"study_design_scores_gemma":[0.027757194,0.0006910877,0.8700488,0.0017239269,0.00050284935,0.0012134577,0.00055171613,0.00008625199,0.010319814,0.021602573,0.06525109,0.0002512345],"about_ca_topic_score_codex":0.0011662159,"about_ca_topic_score_gemma":0.000059233877,"teacher_disagreement_score":0.09017987,"about_ca_system_score_codex":0.000030440415,"about_ca_system_score_gemma":0.00047900717,"threshold_uncertainty_score":0.6269497},"labels":[],"label_agreement":null},{"id":"W2810467399","doi":"10.1007/s10603-018-9380-5","title":"Do Consumers Understand PCP Car Finance? An Experimental Investigation","year":2018,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":6,"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":"Comprehension; Scope (computer science); Product (mathematics); Consistency (knowledge bases); Sample (material); Advice (programming); Marketing; Business; Quarter (Canadian coin); Commercial law; Psychological intervention; Psychology; Actuarial science; Computer science","score_opus":0.13971728339659104,"score_gpt":0.2829186000627022,"score_spread":0.14320131666611116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810467399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910164,0.0021631608,0.0003527181,0.0004923313,0.0004220486,0.0000859901,0.00002863167,0.0000071017175,0.0054316],"genre_scores_gemma":[0.99755806,0.00038758008,0.0008664203,0.0005563093,0.0003861203,0.0000020652353,0.000004390696,0.000019947154,0.00021912875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988159,0.000029544,0.00071313576,0.00018526005,0.000051554154,0.00020463043],"domain_scores_gemma":[0.9988622,0.000025363806,0.00074626046,0.00019494005,0.00003217647,0.00013907872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049218256,0.00013183075,0.0002986323,0.00029792186,0.000117048345,0.00006626407,0.00017033522,0.00008589357,0.0005219601],"category_scores_gemma":[0.000055547076,0.00014774849,0.00009558256,0.000118601674,0.00036236254,0.00064436527,0.000026579703,0.00012145528,0.0004202381],"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":[0.00016199732,0.00033420898,0.69192934,0.000022211685,0.00031731618,0.00001137492,0.011990524,0.00013392816,0.005100051,0.2774641,0.00812536,0.0044095824],"study_design_scores_gemma":[0.010273412,0.0030233413,0.608554,0.0001442196,0.00008831589,0.00042286617,0.0079018,0.0019543713,0.038142454,0.1908717,0.13684392,0.0017796126],"about_ca_topic_score_codex":0.0001995428,"about_ca_topic_score_gemma":0.000014697604,"teacher_disagreement_score":0.12871855,"about_ca_system_score_codex":0.00039253422,"about_ca_system_score_gemma":0.000095891846,"threshold_uncertainty_score":0.60250086},"labels":[],"label_agreement":null},{"id":"W32122803","doi":"10.1016/j.jagp.2020.01.007","title":"kologische Aspekte des Konsumverhaltens ? Konsequenzen fr die Verbraucherinformationspolitik","year":2004,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"Consumer behavior in food and health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McDonnell Center for Systems Neuroscience","keywords":"Commercial law; Political science; Law","score_opus":0.08130948323374518,"score_gpt":0.3979015909642924,"score_spread":0.31659210773054725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W32122803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91717076,0.0029288633,0.00019888696,0.012266648,0.0006197546,0.00025023316,0.000037365586,0.0000863873,0.0664411],"genre_scores_gemma":[0.9903463,0.0055058375,0.0022690354,0.000839005,0.0006401592,0.000005122039,0.0000019685483,0.000018307253,0.00037423344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761087,0.00019907144,0.00079828996,0.00012169982,0.0005715808,0.0006985036],"domain_scores_gemma":[0.9979031,0.00019047264,0.00055063295,0.00023330371,0.0005323792,0.0005901016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011561406,0.00018422096,0.0003673165,0.00045833018,0.0008198899,0.00013070925,0.0004953378,0.00017876951,0.00019206917],"category_scores_gemma":[0.0009855538,0.00016629302,0.00024420884,0.00042738946,0.0010382304,0.00076685945,0.000055038017,0.00050422887,0.00016633388],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002539256,0.00078309263,0.08344866,0.00017054807,0.0005419013,0.00032840687,0.100592926,0.00012046606,0.00076769246,0.5173075,0.005477876,0.290207],"study_design_scores_gemma":[0.0028451937,0.0002884543,0.10059722,0.00024858178,0.0002317872,0.00034065184,0.007042448,0.0000010897974,0.00053039537,0.041281532,0.8460646,0.0005280374],"about_ca_topic_score_codex":0.016888661,"about_ca_topic_score_gemma":0.005068067,"teacher_disagreement_score":0.8405867,"about_ca_system_score_codex":0.000794633,"about_ca_system_score_gemma":0.004783494,"threshold_uncertainty_score":0.98965794},"labels":[],"label_agreement":null},{"id":"W4210975464","doi":"10.1007/s10603-021-09501-4","title":"The Impact of Tax Refund Delays on the Experience of Hardship Among Lower-Income Households","year":2022,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":8,"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":"Annie E. Casey Foundation","keywords":"Earned income tax credit; Internal revenue; Payment; Debt; Business; Quarter (Canadian coin); Revenue; Labour economics; Income tax; Service (business); Tax credit; Economics; Finance; Public economics; Marketing","score_opus":0.03487271767497859,"score_gpt":0.33551996529483585,"score_spread":0.3006472476198573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210975464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99303025,0.00045346125,0.00001358097,0.0010315274,0.00037686212,0.00012263627,0.00005599975,0.000005620187,0.0049100528],"genre_scores_gemma":[0.9985917,0.0005811885,0.000016979895,0.00014349373,0.00018684106,0.0000052272026,1.7522807e-7,0.000012716331,0.0004616731],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976565,0.00055143744,0.000531048,0.00008939145,0.00084024284,0.00033136355],"domain_scores_gemma":[0.99778116,0.00066695514,0.0008637419,0.0003069591,0.00024629108,0.00013487948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017978527,0.00011714786,0.00025640603,0.00012939975,0.0007859222,0.000054479926,0.0009218663,0.0000527322,0.000068189125],"category_scores_gemma":[0.0006591852,0.00006637889,0.00031819986,0.0006265414,0.0008354275,0.0001384677,0.00009537536,0.00040447354,0.0000012771827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033230265,0.00028184336,0.84838146,0.000011272638,0.00039713067,0.000026986168,0.08890517,0.0014884996,0.00093663257,0.050165657,0.006753459,0.0023195813],"study_design_scores_gemma":[0.0006449082,0.00080020836,0.93704385,0.000045519548,0.0000568674,0.000026766766,0.042884745,0.00011686004,0.00012909353,0.0053690933,0.012668144,0.00021394984],"about_ca_topic_score_codex":0.009535256,"about_ca_topic_score_gemma":0.0004921573,"teacher_disagreement_score":0.08866238,"about_ca_system_score_codex":0.0002720281,"about_ca_system_score_gemma":0.0011816829,"threshold_uncertainty_score":0.99706036},"labels":[],"label_agreement":null},{"id":"W4319072470","doi":"10.1007/s10603-023-09535-w","title":"Consumer Experience of Mistreatment and Fraud in Financial Services: Implications from an Integrative Consumer Vulnerability Framework","year":2023,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Disadvantaged; Financial services; Vulnerability (computing); Consumer protection; Business; Consumer education; Finance; Marketing; Economics; Economic growth; Commerce","score_opus":0.018433339921045618,"score_gpt":0.3168364519684414,"score_spread":0.2984031120473958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319072470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998008,0.0006825204,0.000052812476,0.00066150003,0.00014568237,0.00021058833,0.0000573349,0.000024964558,0.00015656192],"genre_scores_gemma":[0.9974648,0.00037772517,0.00080746267,0.0008794561,0.00036143922,0.000020665868,0.000044124434,0.000019898735,0.000024437137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979285,0.0000695133,0.0010239931,0.00032441877,0.00033992683,0.00031366906],"domain_scores_gemma":[0.9976877,0.00032533563,0.00093630725,0.00041071247,0.0005824246,0.000057542573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042348338,0.0002736376,0.0006417035,0.00079644704,0.00015147295,0.00013196979,0.00035464275,0.00014747822,0.0002078341],"category_scores_gemma":[0.00081931247,0.00022615891,0.00015828543,0.0015115459,0.00029890574,0.0010307662,0.00014243727,0.00031378458,0.00003987055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011735906,0.00020785935,0.98641837,0.00006721702,0.000044982633,0.000014920771,0.0025235175,0.000011739787,0.00084856985,0.0050248397,0.0003451051,0.0043755514],"study_design_scores_gemma":[0.0008532557,0.00003256624,0.9665973,0.00038146772,0.00017721303,0.0000036339814,0.0011536124,0.00038903594,0.00031775693,0.021232422,0.008606845,0.00025488448],"about_ca_topic_score_codex":0.010188686,"about_ca_topic_score_gemma":0.0015970772,"teacher_disagreement_score":0.019821033,"about_ca_system_score_codex":0.000084066574,"about_ca_system_score_gemma":0.00020932364,"threshold_uncertainty_score":0.99640256},"labels":[],"label_agreement":null},{"id":"W4403258919","doi":"10.1007/s10603-024-09576-9","title":"Consumer Responses to Vaping Regulation in Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Foundation for a Smoke-Free World","keywords":"Commercial law; Business; Government regulation; Public finance; Economics; Political science; Law; Macroeconomics","score_opus":0.04732831406157531,"score_gpt":0.3854100019729713,"score_spread":0.33808168791139603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403258919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842566,0.0037670135,0.00006212404,0.0070977663,0.0016970643,0.0001149744,0.000017527167,0.00002971843,0.0029571685],"genre_scores_gemma":[0.9949538,0.000043049324,0.00012863927,0.0009875669,0.00022646406,0.0000067429482,8.977226e-7,0.000021904101,0.00363093],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984731,0.00019682506,0.0006204356,0.00016955704,0.0002179965,0.0003221004],"domain_scores_gemma":[0.99901336,0.00036595576,0.00013642575,0.00025010214,0.000101382975,0.0001327451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000462638,0.00012853356,0.00028343112,0.0011171222,0.000031697742,0.00003225906,0.00021083043,0.00011408413,0.0004827072],"category_scores_gemma":[0.0002983032,0.00011903545,0.00005806859,0.0006521964,0.00006161837,0.000085514686,0.00003360453,0.0003880857,0.000087294306],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007783514,0.000183542,0.40473145,0.00006122878,0.00045047805,0.0026836868,0.006902749,0.0000146908305,0.008626909,0.11230328,0.12553494,0.33772868],"study_design_scores_gemma":[0.0007630099,0.00012272522,0.37378532,0.00016365001,0.000069020105,0.0012127319,0.001355241,0.000010642488,0.00080059795,0.0018910882,0.61958146,0.00024448338],"about_ca_topic_score_codex":0.63007396,"about_ca_topic_score_gemma":0.45781237,"teacher_disagreement_score":0.49404654,"about_ca_system_score_codex":0.00057358533,"about_ca_system_score_gemma":0.0023255385,"threshold_uncertainty_score":0.55208117},"labels":[],"label_agreement":null},{"id":"W94024393","doi":"10.1023/a:1014514601863","title":"Consumer Confusion Over the Significance of Meat Attributes: The Case of Veal","year":2002,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada; Université Laval","funders":"","keywords":"Quality (philosophy); Confusion; Production (economics); Business; Product (mathematics); Willingness to pay; Agricultural science; Processed meat; Food science; Economics; Biology; Mathematics; Psychology","score_opus":0.10489491556206232,"score_gpt":0.2551524544269171,"score_spread":0.15025753886485477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W94024393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867437,0.0065132394,0.00019062076,0.0018768176,0.00020075943,0.00017462806,0.00012487422,0.0000020813332,0.0041732728],"genre_scores_gemma":[0.99701345,0.002149419,0.00005777382,0.00036159984,0.000116466916,0.0000030056663,9.443961e-7,0.000011894952,0.0002854413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985871,0.000055171084,0.0010317828,0.000111457746,0.000051570692,0.0001629652],"domain_scores_gemma":[0.99784636,0.0002876482,0.001482185,0.0002836405,0.0000432237,0.000056943016],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00074292644,0.00011376174,0.00038953344,0.00014400613,0.00009034924,0.000018192175,0.00024737575,0.0000658964,0.0011593688],"category_scores_gemma":[0.00014910632,0.000078312376,0.00019537282,0.0001428636,0.00035639905,0.00016235633,0.00004503065,0.00018189264,0.00009547844],"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":[0.00012690156,0.0006171124,0.7503947,0.00012482247,0.0010217385,0.00007879958,0.0054900534,0.0010850931,0.001717319,0.17984736,0.035482977,0.024013098],"study_design_scores_gemma":[0.007821588,0.00075308594,0.69785696,0.00014972936,0.0003741396,0.0025437947,0.0021472604,0.008007408,0.0059741577,0.031086106,0.24240254,0.00088324153],"about_ca_topic_score_codex":0.0008276889,"about_ca_topic_score_gemma":0.00003241003,"teacher_disagreement_score":0.20691957,"about_ca_system_score_codex":0.00007817544,"about_ca_system_score_gemma":0.000031063057,"threshold_uncertainty_score":0.9997537},"labels":[],"label_agreement":null},{"id":"W959974771","doi":"","title":"Book Review: Jacob Ziegel, Comparative Consumer Insolvency Regimes--A Canadian Perspective and Johanna Niemi-Kiesilainen et al. eds., Consumer Bankruptcy in Global Perspective","year":2005,"lang":"en","type":"article","venue":"Journal of Consumer Policy","topic":"European and International Contract Law","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":"Bankruptcy; Insolvency; Perspective (graphical); Commercial law; Economics; Law and economics; Sociology; Law; Political science; Finance; Art","score_opus":0.02512230095325703,"score_gpt":0.380059846597722,"score_spread":0.354937545644465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W959974771","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004759277,0.52568775,0.000006372221,0.15308991,0.00023232869,0.0005048539,0.000106005726,0.000020233525,0.31559324],"genre_scores_gemma":[0.47857884,0.33534515,0.0002454322,0.17844427,0.0006496895,0.000012328979,0.0000045367788,0.000037194128,0.0066825533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639106,0.00098802,0.00086723396,0.00037188773,0.0007136007,0.0006682238],"domain_scores_gemma":[0.9962028,0.00034919713,0.0006746794,0.00021644424,0.0017993255,0.0007575121],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014805074,0.0003422515,0.0007519351,0.0005447931,0.00032782595,0.00017029293,0.0005177187,0.00011942852,0.0007255292],"category_scores_gemma":[0.0017493671,0.00032073463,0.00022868313,0.0006096973,0.0009776573,0.0012011044,0.000058389327,0.000762002,0.0001537058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102734964,0.0001440007,0.0034592804,0.000014726576,0.00031512097,0.00010829858,0.008619856,0.000004792573,0.000014566514,0.3289363,0.65731305,0.000967239],"study_design_scores_gemma":[0.0011581981,0.00009447691,0.005862926,0.0005790697,0.00008145385,0.00010859911,0.0037062156,0.0000117127565,0.000013524196,0.0009593663,0.98708844,0.00033599042],"about_ca_topic_score_codex":0.13818419,"about_ca_topic_score_gemma":0.12414577,"teacher_disagreement_score":0.47381955,"about_ca_system_score_codex":0.0027386728,"about_ca_system_score_gemma":0.004444255,"threshold_uncertainty_score":0.9999245},"labels":[],"label_agreement":null}]}