{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"896088fccba9","filters":{"venue":"Journal of Sustainable Marketing"}},"results":[{"id":"W4399829299","doi":"10.51300/jsm-2024-121","title":"Enhancing Consumer and Planetary Well-Being by Consuming Less, Consuming Better","year":2024,"lang":"en","type":"article","venue":"Journal of Sustainable Marketing","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","authors":[{"name":"Sankar Sen","is_ca":false},{"name":"CB Bhattacharya","is_ca":false},{"name":"Kristin Lindrud","is_ca":false},{"name":"Silvia Bellezza","is_ca":false},{"name":"Yann Cornil","is_ca":true},{"name":"Shuili Du","is_ca":false},{"name":"Shreyans Goenka","is_ca":false},{"name":"Katharina C. Husemann","is_ca":false},{"name":"Eric J. Johnson","is_ca":false},{"name":"Cait Lamberton","is_ca":false},{"name":"Gergana Y. Nenkov","is_ca":false},{"name":"Remi Trudel","is_ca":false},{"name":"Katherine White","is_ca":true},{"name":"Karen Page Winterich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008005206964112273,"gpt":0.265448718147951,"spread":0.2574435111838387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004846003,0.000444585,0.000742894,0.0005346679,0.002569495,0.00467065,0.001393677,0.007585008,0.003633914],"category_scores_gemma":[0.01128027,0.000164123,0.0007609022,0.0006315416,0.01093025,0.004233669,0.002227533,0.009978363,0.0006850923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002361662,"about_ca_system_score_gemma":0.003852347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003583706,"about_ca_topic_score_gemma":0.01106402,"domain_scores_codex":[0.9947278,0.003377975,0.0002020812,0.0004323499,0.0009171733,0.0003426651],"domain_scores_gemma":[0.9910191,0.006296212,0.0007016206,0.0001923718,0.001300032,0.0004907431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002177813,0.0001482401,0.002304636,0.003675119,0.0001610583,0.001210298,0.05494861,0.0003561507,0.002478345,0.3195038,0.5047947,0.1102013],"study_design_scores_gemma":[0.00003349779,0.0001802027,0.00546186,0.002805917,0.00008587276,0.0006178329,0.02402483,0.0002538795,0.0008509309,0.1004765,0.8651097,0.0000988842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006220052,0.02400963,0.001447545,0.9376285,0.01467564,0.00001719972,0.00003654568,0.00002045518,0.01594438],"genre_scores_gemma":[0.2770871,0.08188157,0.004914568,0.5761884,0.03858916,0.0001497081,0.0000915511,0.0001065629,0.02099138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007585008,"threshold_uncertainty_score":0.02562845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387134590","doi":"10.51300/jsm-2023-108","title":"Mitigating Trendy Cheap Fast Fashion's Negative Impact","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Marketing","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; Kwantlen Polytechnic University","funders":"","keywords":"Clothing; Consumption (sociology); Harm; Quality (philosophy); Business; Fast fashion; Point (geometry); Marketing; Task (project management); Advertising; Point of sale; Commerce; Economics; Psychology; Computer science","authors":[{"name":"Yunzhijun Yu","is_ca":true},{"name":"Claudia L. Gomez‐Borquez","is_ca":false},{"name":"Judith Lynne Zaichkowsky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008694077557128673,"gpt":0.2374562218982506,"spread":0.2287621443411219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004098473,0.0001635632,0.0001778436,0.0004990032,0.0004396874,0.0008031054,0.000257484,0.0003361694,0.00894625],"category_scores_gemma":[0.001436044,0.0000666249,0.0002445264,0.0003407909,0.0002231984,0.0003819003,0.0005250471,0.0003082772,0.0007165946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281601,"about_ca_system_score_gemma":0.0007288435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00301682,"about_ca_topic_score_gemma":0.009112935,"domain_scores_codex":[0.9998098,0.0000494377,0.000006833468,0.00001463832,0.00007030877,0.00004897444],"domain_scores_gemma":[0.9987332,0.0005296828,0.0002760145,0.00008287087,0.0002036423,0.000174684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00313749,0.007256987,0.1664624,0.001964367,0.0002353335,0.001457558,0.004953876,0.002600913,0.03880161,0.008186948,0.008297602,0.756645],"study_design_scores_gemma":[0.0002900681,0.01672025,0.8558305,0.0004608023,0.0004024129,0.001027226,0.01565439,0.004562553,0.02498495,0.004313123,0.07566848,0.00008523434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745973,0.0008153535,0.0007681,0.000606542,0.00006380578,0.00008952246,0.0001127791,0.00004741597,0.02289916],"genre_scores_gemma":[0.985828,0.0009967433,0.00148105,0.0001825428,0.00003205347,0.00003122459,0.00009192625,0.00000838442,0.01134791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00894625,"threshold_uncertainty_score":0.02992815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411526820","doi":"10.51300/jsm-2025-147","title":"My Clothes, My Precious: Psychological Ownership and Compulsive Fashion Hoarding in Fast and Regular Fashion","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Marketing","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Hoarding (animal behavior); Clothing; Context (archaeology); Psychology; Consumption (sociology); Investment (military); Fashion design; Perception; Clutter; Social psychology; Advertising; Business; Computer science; Aesthetics; Art","authors":[{"name":"Yunzhijun Yu","is_ca":true},{"name":"Hongbo Wang","is_ca":false},{"name":"Guoxin Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01273641065578217,"gpt":0.3009593269176768,"spread":0.2882229162618946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009642728,0.0002789512,0.0002334521,0.0004743718,0.0004518487,0.001614476,0.000225774,0.0004863513,0.003700892],"category_scores_gemma":[0.004385827,0.0003294619,0.0003548664,0.0002836442,0.001412441,0.0006043905,0.0008463943,0.00113254,0.0001827024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004140589,"about_ca_system_score_gemma":0.0004123419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00223379,"about_ca_topic_score_gemma":0.00558554,"domain_scores_codex":[0.9995559,0.0001505645,0.00002479249,0.00005236366,0.0001383699,0.00007805927],"domain_scores_gemma":[0.9951593,0.001437462,0.002207348,0.0003795004,0.0002344109,0.0005819148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005203583,0.002208265,0.9667835,0.00007748227,0.0001025721,0.000196085,0.009547248,0.0001075724,0.006196338,0.000640578,0.0001809016,0.01343908],"study_design_scores_gemma":[0.00001263627,0.0002228844,0.993409,0.00001527575,0.00002659609,0.0001092926,0.005061612,0.0002209479,0.0003873408,0.0002782807,0.0002444628,0.00001165908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993196,0.00001598937,0.00004704492,0.00002173673,0.000001308934,0.000004109296,0.000004754437,9.721928e-7,0.0005845791],"genre_scores_gemma":[0.9993045,0.00002876539,0.0001492139,0.00003283216,0.000001807076,0.000007411705,0.00001691251,0.000002061382,0.0004564302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003700892,"threshold_uncertainty_score":0.01238066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}