{"meta":{"query_hash":"a622a6a7e270","filters":{"venue":"Journal of Promotion Management"},"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/a622a6a7e270","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Promotion+Management"},"results":[{"id":"W1564427029","doi":"10.1300/j057v10n01_03","title":"The Evolution of Product Placements in Hollywood Cinema","year":2004,"lang":"en","type":"article","venue":"Journal of Promotion Management","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Product placement; Hollywood; Movie theater; Advertising; Product (mathematics); Optimal distinctiveness theory; Coca cola; Cola (plant); Quarter (Canadian coin); Art; Psychology; Business; History; Visual arts; Social psychology; Mathematics; Medicine; Art history; Archaeology","score_opus":0.022425527920208497,"score_gpt":0.2538043308825271,"score_spread":0.23137880296231858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1564427029","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":[0.9959876,0.000069430476,0.00010677826,0.00002183683,0.000006641027,0.00000959218,0.00017831655,0.0000097047205,0.0036100976],"genre_scores_gemma":[0.99836177,0.000048235914,0.00020283188,0.000004559006,0.000007152896,0.0000065562217,0.00020701946,0.0000061814667,0.001155585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996339,0.00010427508,0.000020151669,0.00005124478,0.00011235604,0.000078046614],"domain_scores_gemma":[0.99750704,0.0006110004,0.00087667536,0.00009444646,0.00061071204,0.00030019577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004652592,0.00014402867,0.00008973537,0.0034836098,0.0005668676,0.0014105889,0.00028135968,0.00025277215,0.0037896065],"category_scores_gemma":[0.0035436752,0.0001631374,0.00010762836,0.001846024,0.00048155512,0.00064227893,0.0008040427,0.00029448592,0.00045841577],"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":[0.000865351,0.00017243806,0.84988415,0.00015690784,0.00003712362,0.00073163235,0.029483736,0.00022334559,0.016286578,0.0014447676,0.001946043,0.09876792],"study_design_scores_gemma":[0.000002538302,0.000051510386,0.9894265,0.000022196618,0.0000059508698,0.0001606981,0.0068901638,0.00024370161,0.000699069,0.0000570249,0.002434245,0.0000063187636],"about_ca_topic_score_codex":0.007163304,"about_ca_topic_score_gemma":0.013664205,"teacher_disagreement_score":0.007163304,"about_ca_system_score_codex":0.00086240313,"about_ca_system_score_gemma":0.0003011327,"threshold_uncertainty_score":0.014243245},"labels":[],"label_agreement":null},{"id":"W1911310842","doi":"10.1300/j057v07n01_08","title":"Cross-Cultural Meanings of Healthy and Beautiful in Words, Beauty Types, and Products","year":2001,"lang":"en","type":"article","venue":"Journal of Promotion Management","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Beauty; Meaning (existential); Advertising; Sociology; Aesthetics; Psychology; Social psychology; Business; Art","score_opus":0.03974784722761549,"score_gpt":0.3018751697288082,"score_spread":0.2621273225011927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1911310842","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":[0.97911763,0.0007102579,0.0009416588,0.00048136615,0.00003445394,0.0000073037518,0.000025446012,0.0000058890696,0.01867598],"genre_scores_gemma":[0.99922264,0.00013436638,0.0002035989,0.000053946384,0.00000817555,0.0000029626995,0.000008046311,0.000003752389,0.00036244252],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99818003,0.0011462976,0.00009780074,0.00010626137,0.00036644947,0.00010307498],"domain_scores_gemma":[0.9939413,0.0037450984,0.0012030056,0.00030149918,0.00056261756,0.00024654064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029240977,0.00033939577,0.00027858102,0.0013848804,0.0008215331,0.004205088,0.00027124098,0.0005169676,0.0021714019],"category_scores_gemma":[0.0068573933,0.00016526184,0.00015998361,0.0010929034,0.0065843053,0.001956704,0.0021699972,0.00071465055,0.00011160327],"study_design_candidate":"observational","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":[0.0006153186,0.00013964176,0.10861188,0.000665524,0.00014745904,0.0009674073,0.74153864,0.0004526247,0.011424202,0.0810023,0.0012959546,0.053139023],"study_design_scores_gemma":[0.000043984124,0.00023404002,0.30550152,0.00059624907,0.00014936621,0.0011905839,0.6403305,0.00086617976,0.0027446612,0.025385113,0.02284046,0.000117339565],"about_ca_topic_score_codex":0.002528832,"about_ca_topic_score_gemma":0.0027442623,"teacher_disagreement_score":0.004205088,"about_ca_system_score_codex":0.0008966001,"about_ca_system_score_gemma":0.00034773626,"threshold_uncertainty_score":0.015464306},"labels":[],"label_agreement":null},{"id":"W1963997429","doi":"10.1080/10496490903578477","title":"Social Capital Initiatives: Employees and Communication Managers Leading the Way?","year":2010,"lang":"en","type":"article","venue":"Journal of Promotion Management","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social capital; Business; Public relations; Marketing; Knowledge management; Sociology; Political science; Computer science","score_opus":0.042046967974571005,"score_gpt":0.3407324189734991,"score_spread":0.29868545099892807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963997429","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":[0.8912211,0.0016539859,0.00062772504,0.05451992,0.00033031343,0.000035518846,0.000022094679,0.000033676482,0.051555615],"genre_scores_gemma":[0.9962584,0.00028577662,0.00007257401,0.00089959457,0.000039315593,0.000009206376,0.000002823026,0.0000026358152,0.002429633],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99280256,0.0039110812,0.00013162884,0.00022971348,0.0007278208,0.0021971853],"domain_scores_gemma":[0.98622584,0.0044550374,0.001897608,0.0002887058,0.0011461882,0.0059866407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061894194,0.00022704186,0.00019819365,0.0007837001,0.007807463,0.008799352,0.0005522883,0.0014356121,0.0063266554],"category_scores_gemma":[0.0107704345,0.00018563967,0.00014628447,0.00073218654,0.0051467037,0.003502618,0.0028209933,0.0019077238,0.0003250473],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010614356,0.00034497632,0.103326164,0.00020384995,0.000033709246,0.00082037505,0.7641241,0.00016735202,0.0007187764,0.035040617,0.021140631,0.073973306],"study_design_scores_gemma":[0.000012687963,0.00010360172,0.029737502,0.00027495937,0.000017344835,0.00012600294,0.92152417,0.0001884132,0.00033712637,0.0037791473,0.04387113,0.000027933904],"about_ca_topic_score_codex":0.016222296,"about_ca_topic_score_gemma":0.02038452,"teacher_disagreement_score":0.016222296,"about_ca_system_score_codex":0.004754171,"about_ca_system_score_gemma":0.008990049,"threshold_uncertainty_score":0.034494102},"labels":[],"label_agreement":null},{"id":"W1999297013","doi":"10.1080/10496491.2011.620477","title":"The Day of the Week Effect in Consumer Behavior: Analyzing Utilitarian and Hedonistic Consumer Modes","year":2011,"lang":"en","type":"article","venue":"Journal of Promotion Management","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Ordinary least squares; Consumption (sociology); Investment (military); Names of the days of the week; Marketing; Consumer behaviour; Advertising; Business; Economics; Agricultural economics; Econometrics; Sociology; Social science; Political science","score_opus":0.03346986102349519,"score_gpt":0.24514341414037652,"score_spread":0.21167355311688132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999297013","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":[0.9955603,0.000051098,0.0017456043,0.00007079858,0.000003641739,0.000032131113,0.000108877844,0.000004082395,0.002423503],"genre_scores_gemma":[0.9987161,0.000033786073,0.0008109474,0.000015243106,0.0000024274755,0.00002566926,0.000059557333,0.0000023885787,0.0003339432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924743,0.00044351627,0.000027752012,0.000059926107,0.00012556938,0.000095810065],"domain_scores_gemma":[0.99054587,0.0072859083,0.000979316,0.00041685379,0.00042824438,0.00034372418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021514364,0.00016091656,0.00025147386,0.0011800858,0.00039377259,0.0011168699,0.0003534475,0.00032616826,0.0020909072],"category_scores_gemma":[0.0055933823,0.00019712356,0.0007935106,0.0012542522,0.0010924882,0.00086758164,0.00088460086,0.0005319618,0.00014470734],"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":[0.00031228433,0.00027338846,0.9724291,0.000057912028,0.0001151593,0.000102305814,0.0070850328,0.0015183426,0.0012859287,0.0038427697,0.00026175176,0.012716044],"study_design_scores_gemma":[0.0000069474127,0.00015400733,0.98542714,0.000012499179,0.000033274166,0.00005327236,0.0055468185,0.006851157,0.0002873087,0.001113857,0.00049685023,0.000016821872],"about_ca_topic_score_codex":0.0103193335,"about_ca_topic_score_gemma":0.012172571,"teacher_disagreement_score":0.0103193335,"about_ca_system_score_codex":0.001396927,"about_ca_system_score_gemma":0.0006843367,"threshold_uncertainty_score":0.020518541},"labels":[],"label_agreement":null},{"id":"W2025639445","doi":"10.1080/10496490903196460","title":"Cross-Cultural Differences in Ad Likeability and Ad Element Likeability: The Case of Benetton","year":2009,"lang":"en","type":"article","venue":"Journal of Promotion Management","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Psychology; Element (criminal law); Social psychology; Cross-cultural; Advertising; Sociology; Political science","score_opus":0.04381676082398871,"score_gpt":0.3083150456331401,"score_spread":0.2644982848091514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025639445","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":[0.99780303,0.000065211425,0.00009024117,0.000036132682,0.0000038030757,0.0000026601297,0.0000058737764,4.3350659e-7,0.0019926522],"genre_scores_gemma":[0.9995283,0.000052051782,0.00010350381,0.000023439592,0.000002159732,0.0000014274045,0.000008934433,0.000001701299,0.00027847776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990638,0.00045086737,0.000056025074,0.00013542063,0.00020638296,0.00008757141],"domain_scores_gemma":[0.9950001,0.0022816658,0.0009876409,0.0006885143,0.00072756846,0.00031450536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00275733,0.00017311642,0.00019007754,0.000701004,0.0007712789,0.0010981268,0.00018217109,0.00024526304,0.0015045037],"category_scores_gemma":[0.00652414,0.00013000231,0.00025270614,0.0005121102,0.0010161923,0.0007116843,0.0006498239,0.0005097764,0.00012133276],"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":[0.00048289937,0.00024241213,0.8778516,0.000060617425,0.00017032646,0.0010504297,0.08165053,0.00015393643,0.005652276,0.0029277264,0.00023729606,0.029519983],"study_design_scores_gemma":[0.000008272278,0.00016361664,0.95766354,0.00004407972,0.00006159692,0.001294584,0.035297982,0.00036978984,0.001653756,0.0007430683,0.0026699486,0.00002975719],"about_ca_topic_score_codex":0.010152575,"about_ca_topic_score_gemma":0.017981183,"teacher_disagreement_score":0.010152575,"about_ca_system_score_codex":0.00043472438,"about_ca_system_score_gemma":0.00026236786,"threshold_uncertainty_score":0.02018696},"labels":[],"label_agreement":null},{"id":"W2033840554","doi":"10.1080/10496491.2013.817220","title":"Offensiveness of Advertising with Violent Image Appeal: A Cross-Cultural Study","year":2013,"lang":"en","type":"article","venue":"Journal of Promotion Management","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Offensive; Advertising; Appeal; Politics; Psychology; Social psychology; Political science; Business; Economics; Law","score_opus":0.024967122994899716,"score_gpt":0.29163094452853305,"score_spread":0.2666638215336333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033840554","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":[0.9994648,0.000024613477,0.000015573494,0.000008661247,0.0000021976678,0.0000046601413,0.00000526776,2.9701016e-7,0.00047397817],"genre_scores_gemma":[0.9996284,0.000063400534,0.000038652688,0.000029334162,0.000005659138,0.0000041531825,0.00001319491,0.0000012450198,0.00021592772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992617,0.00037038478,0.000064606254,0.00006103902,0.00016137194,0.00008096079],"domain_scores_gemma":[0.99615234,0.0015369795,0.00127431,0.00023471935,0.00048523027,0.0003164093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016464352,0.0002467861,0.0002238142,0.0008573021,0.0008172663,0.0012416904,0.00015358538,0.00038391585,0.001472439],"category_scores_gemma":[0.0043929243,0.00027137963,0.00035479403,0.00056788424,0.00082977745,0.00045599107,0.0005811725,0.00066285155,0.00025457985],"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":[0.0003143463,0.0007158522,0.9349635,0.00008049241,0.0001544811,0.00051618984,0.04926264,0.00003944078,0.00370266,0.00019744571,0.00016867179,0.009884311],"study_design_scores_gemma":[0.000009682494,0.00043795104,0.9675144,0.0000206111,0.00006576941,0.0010635706,0.028963586,0.0001545274,0.0007748086,0.000039331408,0.00093570614,0.000020112075],"about_ca_topic_score_codex":0.003464706,"about_ca_topic_score_gemma":0.0048775556,"teacher_disagreement_score":0.003464706,"about_ca_system_score_codex":0.00027785182,"about_ca_system_score_gemma":0.00017906775,"threshold_uncertainty_score":0.008707225},"labels":[],"label_agreement":null},{"id":"W3007899853","doi":"10.1080/10496491.2020.1729320","title":"The Impact of Eco-Design Packaging on Food Waste Avoidance: A Conceptual Framework","year":2020,"lang":"en","type":"article","venue":"Journal of Promotion Management","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Business; Food packaging; Food waste; Consumer behaviour; Marketing; Conceptual model; Perception; Perspective (graphical); Food products; Conceptual design; Psychology; Engineering; Waste management; Computer science; Food science","score_opus":0.04711071216625135,"score_gpt":0.2733988476775247,"score_spread":0.22628813551127336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007899853","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":[0.6778959,0.013630308,0.08093433,0.035292566,0.0002615744,0.0015427857,0.00053291756,0.00011469964,0.1897948],"genre_scores_gemma":[0.974757,0.0038122023,0.018652784,0.00067755615,0.00003712551,0.0006111288,0.00009238992,0.000012380451,0.001347451],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976617,0.0013422968,0.00013682792,0.00019737204,0.00039119265,0.00027063728],"domain_scores_gemma":[0.9911752,0.0059287334,0.0014019614,0.00016874127,0.0008420802,0.00048333037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004544407,0.0015340332,0.00048302513,0.007334518,0.002171287,0.006982855,0.0018420148,0.0029608477,0.0047032875],"category_scores_gemma":[0.005198006,0.0006317264,0.0016689507,0.0041179294,0.012387535,0.006259801,0.0044334643,0.0019259058,0.00028881207],"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":[0.00012964684,0.0013905369,0.068822764,0.0025308866,0.00032706565,0.0010211518,0.039958116,0.0062139095,0.0023337465,0.8368635,0.0013182895,0.03909035],"study_design_scores_gemma":[0.00027675042,0.0020958134,0.13387516,0.0081038885,0.0017067988,0.0021373902,0.16201138,0.044277206,0.0038580936,0.5743305,0.06691861,0.00040845247],"about_ca_topic_score_codex":0.005189693,"about_ca_topic_score_gemma":0.004490313,"teacher_disagreement_score":0.007334518,"about_ca_system_score_codex":0.005347216,"about_ca_system_score_gemma":0.006078481,"threshold_uncertainty_score":0.03879702},"labels":[],"label_agreement":null},{"id":"W3134053643","doi":"10.1080/10496491.2021.1888174","title":"POD Mode of Payment, Return Policies and Virtual-Try-on Technology as Predictors of Trust: An Emerging Economy Case","year":2021,"lang":"en","type":"article","venue":"Journal of Promotion Management","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Structural equation modeling; Moderation; Habit; Context (archaeology); Payment; Mode (computer interface); Business; Psychology; Marketing; Emerging markets; Sample (material); Path analysis (statistics); Social psychology; Advertising; Computer science; Statistics; Mathematics; Finance","score_opus":0.05771298987044437,"score_gpt":0.37675072854200037,"score_spread":0.319037738671556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134053643","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":[0.99903893,0.0000311869,0.000095761025,0.00008236447,0.0000015515689,0.0000075621583,0.000019229601,7.12451e-7,0.00072269153],"genre_scores_gemma":[0.9996706,0.00005019894,0.00006039508,0.000010408731,0.0000016728768,0.000004435205,0.00001594947,4.7829093e-7,0.00018576489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992924,0.00026333492,0.00004862077,0.000062833125,0.00009841449,0.00023439816],"domain_scores_gemma":[0.9944754,0.0022276612,0.001728917,0.0002718211,0.0005105427,0.0007856046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014301138,0.0002185863,0.00028684942,0.0011084266,0.0013421285,0.0022653318,0.00034741304,0.0004564551,0.0020629026],"category_scores_gemma":[0.0042136847,0.00016484807,0.0004195679,0.0010254087,0.00079445366,0.0012987704,0.0013723733,0.0012349349,0.00024899596],"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":[0.00006205811,0.0003089632,0.99001807,0.000013449104,0.000022004457,0.0009976509,0.0030884098,0.00017631969,0.00009110475,0.0008068405,0.000100667254,0.004314526],"study_design_scores_gemma":[0.000015446914,0.00029603345,0.95027727,0.000078138444,0.00010865864,0.0010713724,0.040829364,0.0048697656,0.0003768905,0.0006769232,0.0013721633,0.00002788584],"about_ca_topic_score_codex":0.025913887,"about_ca_topic_score_gemma":0.029925961,"teacher_disagreement_score":0.025913887,"about_ca_system_score_codex":0.001177044,"about_ca_system_score_gemma":0.0013631501,"threshold_uncertainty_score":0.05152613},"labels":[],"label_agreement":null},{"id":"W4295068237","doi":"10.1080/10496491.2022.2108185","title":"Integrating the S-O-R Model to Examine Purchase Intention Based on Instagram Sponsored Advertising","year":2022,"lang":"en","type":"article","venue":"Journal of Promotion Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Advertising; Credibility; Value (mathematics); Product (mathematics); Incentive; Entertainment; Online advertising; Psychology; Business; Marketing; The Internet; Computer science; Political science","score_opus":0.03669589888267486,"score_gpt":0.3151484771207887,"score_spread":0.2784525782381138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295068237","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":[0.93353516,0.00026667333,0.043922044,0.00047147804,0.00004821442,0.00033627727,0.00021745781,0.000087696826,0.021114992],"genre_scores_gemma":[0.9938645,0.000069472095,0.004890829,0.00005191368,0.0000068311033,0.00016162284,0.000076458084,0.000005113538,0.00087317795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823403,0.0010982107,0.0000765409,0.00023530477,0.00021163851,0.00014430772],"domain_scores_gemma":[0.9945392,0.0037383204,0.00077200023,0.00030081178,0.00035330124,0.00029633232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022461752,0.0005848252,0.00037214937,0.0012029897,0.000293098,0.0012748762,0.0005163783,0.0008063798,0.0028290034],"category_scores_gemma":[0.0059348433,0.00020619428,0.0014496876,0.0008579252,0.0006663952,0.0013365791,0.0010176911,0.0011037434,0.00050184305],"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":[0.0006795013,0.002659744,0.84030265,0.00045885326,0.0006705717,0.00050891814,0.005584092,0.011648046,0.004404527,0.054340724,0.0010592348,0.07768317],"study_design_scores_gemma":[0.00013037128,0.003472174,0.65566254,0.00024178845,0.000651077,0.000637911,0.0076977694,0.28735408,0.0024321943,0.03658024,0.0049998206,0.00014003387],"about_ca_topic_score_codex":0.0043145753,"about_ca_topic_score_gemma":0.0033840388,"teacher_disagreement_score":0.0043145753,"about_ca_system_score_codex":0.00084223296,"about_ca_system_score_gemma":0.0008908195,"threshold_uncertainty_score":0.011879027},"labels":[],"label_agreement":null},{"id":"W4388704507","doi":"10.1080/10496491.2023.2279765","title":"The Depiction of Beauty-by-Beauty Influencers on Instagram and Generations Z’s Perception of Them","year":2023,"lang":"en","type":"article","venue":"Journal of Promotion Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Beauty; Influencer marketing; Perception; Aesthetics; Advertising; Art; Psychology; Marketing; Business","score_opus":0.030356202728449345,"score_gpt":0.30821691765875,"score_spread":0.2778607149303006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388704507","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":[0.9924138,0.000081386686,0.00017853448,0.00019131954,0.000010351221,0.0000050958147,0.000025922454,0.000012452208,0.007081211],"genre_scores_gemma":[0.9986117,0.000093166345,0.00010234722,0.00004100498,0.000007488186,0.0000031815352,0.000017249959,0.000006592426,0.001117257],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995684,0.00023423875,0.000014815401,0.000034942583,0.00007902079,0.00006857514],"domain_scores_gemma":[0.9989203,0.0006778226,0.00019479149,0.00005353314,0.000069217334,0.00008431468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066311914,0.00022263362,0.00013824842,0.00091286027,0.0015054782,0.0020165069,0.0001768542,0.00039596888,0.0024883149],"category_scores_gemma":[0.0013813614,0.00019401123,0.00019076733,0.0005587472,0.0017949586,0.0011699816,0.0014708611,0.00060590013,0.00018533316],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019576895,0.00003500961,0.080817975,0.00011399093,0.000028099214,0.0014340449,0.88360673,0.000073130985,0.008528351,0.0049102088,0.0017694198,0.018487254],"study_design_scores_gemma":[0.0000085181755,0.00015380539,0.14293133,0.000061096885,0.000047047823,0.0011202501,0.82527983,0.00050111266,0.0016097844,0.00059381477,0.027649634,0.000043687258],"about_ca_topic_score_codex":0.0058335443,"about_ca_topic_score_gemma":0.013026767,"teacher_disagreement_score":0.0058335443,"about_ca_system_score_codex":0.0005193992,"about_ca_system_score_gemma":0.0001907977,"threshold_uncertainty_score":0.011599183},"labels":[],"label_agreement":null},{"id":"W4401346853","doi":"10.1080/10496491.2024.2386237","title":"How Are Consumers Reacting to Brand Sobriety: An Analysis of Perceived Coherence and Message Tone in a Canadian Context","year":2024,"lang":"en","type":"article","venue":"Journal of Promotion Management","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Tone (literature); Sobriety; Advertising; Context (archaeology); Coherence (philosophical gambling strategy); Psychology; Social psychology; Business; Mathematics; Linguistics","score_opus":0.03454912627462808,"score_gpt":0.290325445882544,"score_spread":0.2557763196079159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401346853","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":[0.9988231,0.000019229778,0.00002320618,0.00004789352,0.0000013185996,0.000010185283,0.000013259179,0.0000010417222,0.001060844],"genre_scores_gemma":[0.9992422,0.000053763055,0.00007469715,0.00003249671,0.0000014105633,0.0000045261136,0.000029062687,0.00000197442,0.0005598887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889636,0.00021477923,0.00003309224,0.00007804893,0.00052427885,0.00025343694],"domain_scores_gemma":[0.99595547,0.0011120187,0.00087595225,0.00014015943,0.0013417229,0.000574709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019473197,0.00024693253,0.00022254638,0.00080231024,0.0030692036,0.0021580616,0.00043533542,0.0005566457,0.0015935601],"category_scores_gemma":[0.00713312,0.0002555012,0.00032580245,0.00095048995,0.0018046631,0.0005764238,0.0008463467,0.00083032,0.000113399474],"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":[0.0011739166,0.0004467786,0.7851503,0.000093710274,0.00009009829,0.0003792956,0.17740913,0.00029684344,0.009412256,0.0010114457,0.00064572034,0.023890465],"study_design_scores_gemma":[0.000016297807,0.00020582769,0.9117572,0.00002190104,0.00003790344,0.000065436885,0.08477407,0.0005433263,0.0005617306,0.00011582831,0.0018341023,0.00006632818],"about_ca_topic_score_codex":0.86535496,"about_ca_topic_score_gemma":0.9085287,"teacher_disagreement_score":0.13464504,"about_ca_system_score_codex":0.008334344,"about_ca_system_score_gemma":0.0072626956,"threshold_uncertainty_score":0.27087593},"labels":[],"label_agreement":null},{"id":"W4413075309","doi":"10.1080/10496491.2025.2530056","title":"The Impact of Online Reviews on Sustainable Product Adoption in the Food Industry: A Serial Mediation Effect of Consumer Trust and Perceived Value","year":2025,"lang":"en","type":"article","venue":"Journal of Promotion Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Mediation; Product (mathematics); Business; Value (mathematics); Marketing; Advertising; Food industry; Food science; Computer science","score_opus":0.017911470760816794,"score_gpt":0.3408751716325496,"score_spread":0.3229637008717328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413075309","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":[0.9872121,0.0005899026,0.0012416521,0.0006011726,0.000039848335,0.000083206214,0.0000693198,0.00001702506,0.010145601],"genre_scores_gemma":[0.998657,0.00019730268,0.00041865828,0.000041979292,0.000010939909,0.000026894328,0.000018271136,0.0000032485625,0.000625768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933867,0.004006881,0.00029842678,0.00048785782,0.0012722989,0.00054785796],"domain_scores_gemma":[0.93195033,0.044043377,0.014507995,0.0022053707,0.005124878,0.0021680284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037384594,0.00044633707,0.00043701398,0.00082087604,0.0007806159,0.0022485992,0.0004314725,0.00064341055,0.004680796],"category_scores_gemma":[0.03922966,0.00031257322,0.00089849735,0.0006824872,0.0008057162,0.0017468203,0.001542731,0.0013667536,0.0003499333],"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":[0.00089699426,0.0018483138,0.8995151,0.00055232603,0.00091265776,0.001134457,0.01394506,0.00080384844,0.0027974444,0.004088784,0.0006062309,0.07289886],"study_design_scores_gemma":[0.00009015213,0.0018172023,0.965725,0.0004323893,0.0011904106,0.00057972176,0.012792647,0.0064932075,0.0030108157,0.0038592576,0.003931396,0.00007792223],"about_ca_topic_score_codex":0.005628159,"about_ca_topic_score_gemma":0.006409473,"teacher_disagreement_score":0.005628159,"about_ca_system_score_codex":0.001126516,"about_ca_system_score_gemma":0.0024418507,"threshold_uncertainty_score":0.0197711},"labels":[],"label_agreement":null},{"id":"W4414302654","doi":"10.1080/10496491.2025.2560414","title":"Who Are Canada’s Green Consumers? A Corporate Social Responsibility-Driven Typology","year":2025,"lang":"en","type":"article","venue":"Journal of Promotion Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Rimouski","funders":"","keywords":"Typology; Corporate social responsibility; Corporate governance; Corporate communication; Work (physics)","score_opus":0.02081659435680019,"score_gpt":0.2387897719697504,"score_spread":0.2179731776129502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414302654","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":[0.9343769,0.0006683962,0.0007139176,0.010618955,0.00006116092,0.00011294514,0.0007179658,0.000020404956,0.05270936],"genre_scores_gemma":[0.99418604,0.0005130186,0.00028710492,0.00083540985,0.000012385515,0.000024191268,0.00022862904,0.000009231315,0.0039038435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835855,0.00018629283,0.00003966827,0.00015321108,0.0005678558,0.0006945191],"domain_scores_gemma":[0.997053,0.0004045953,0.0003027721,0.000110855144,0.0013635806,0.0007652609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010590138,0.00028712276,0.00027557506,0.0029332582,0.012969551,0.00541218,0.0011441528,0.00093742,0.0037732907],"category_scores_gemma":[0.0029840246,0.00017772497,0.00031800894,0.0054836106,0.00489777,0.0019150897,0.002383951,0.0011769112,0.00020411029],"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":[0.00014593005,0.00017564693,0.55798006,0.000182351,0.000038691996,0.0015861262,0.27422488,0.0003955395,0.0008821296,0.07123311,0.019172955,0.0739826],"study_design_scores_gemma":[0.00001503166,0.000047637583,0.27441022,0.00025629834,0.000043615175,0.0005997868,0.62431675,0.0017249488,0.0003798767,0.007056616,0.091039546,0.00010968096],"about_ca_topic_score_codex":0.9724495,"about_ca_topic_score_gemma":0.97752726,"teacher_disagreement_score":0.04526791,"about_ca_system_score_codex":0.04526791,"about_ca_system_score_gemma":0.046613514,"threshold_uncertainty_score":0.32844323},"labels":[],"label_agreement":null}]}