{"meta":{"query_hash":"896088fccba9","filters":{"venue":"Journal of Sustainable Marketing"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/896088fccba9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Sustainable+Marketing"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.008694077557128673,"score_gpt":0.23745622189825055,"score_spread":0.22876214434112188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387134590","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":[0.97459733,0.0008153535,0.00076809997,0.000606542,0.000063805775,0.00008952246,0.00011277913,0.00004741597,0.022899158],"genre_scores_gemma":[0.98582804,0.0009967433,0.0014810502,0.00018254278,0.000032053467,0.000031224594,0.000091926246,0.00000838442,0.011347908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998098,0.000049437698,0.000006833468,0.000014638318,0.00007030877,0.000048974438],"domain_scores_gemma":[0.9987332,0.00052968285,0.0002760145,0.000082870865,0.00020364225,0.00017468401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004098473,0.00016356324,0.00017784363,0.0004990032,0.00043968743,0.00080310536,0.00025748397,0.00033616944,0.00894625],"category_scores_gemma":[0.0014360435,0.0000666249,0.0002445264,0.0003407909,0.00022319835,0.00038190035,0.0005250471,0.00030827723,0.0007165946],"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":[0.0031374905,0.007256987,0.1664624,0.0019643672,0.00023533354,0.0014575575,0.004953876,0.0026009134,0.03880161,0.0081869485,0.008297602,0.75664496],"study_design_scores_gemma":[0.0002900681,0.01672025,0.8558305,0.00046080232,0.00040241293,0.0010272256,0.01565439,0.004562553,0.024984946,0.004313123,0.07566848,0.00008523434],"about_ca_topic_score_codex":0.0030168204,"about_ca_topic_score_gemma":0.009112935,"teacher_disagreement_score":0.00894625,"about_ca_system_score_codex":0.00028160095,"about_ca_system_score_gemma":0.0007288435,"threshold_uncertainty_score":0.029928148},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","score_opus":0.008005206964112273,"score_gpt":0.265448718147951,"score_spread":0.25744351118383874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399829299","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006220052,0.024009632,0.0014475452,0.9376285,0.014675641,0.000017199724,0.000036545684,0.000020455178,0.01594438],"genre_scores_gemma":[0.27708712,0.08188157,0.004914568,0.5761884,0.038589165,0.00014970807,0.000091551105,0.000106562926,0.020991381],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947278,0.0033779752,0.00020208124,0.00043234986,0.00091717334,0.00034266512],"domain_scores_gemma":[0.99101907,0.0062962123,0.0007016206,0.00019237178,0.0013000325,0.00049074314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004846003,0.00044458502,0.00074289396,0.00053466787,0.0025694952,0.0046706498,0.0013936767,0.0075850077,0.0036339143],"category_scores_gemma":[0.011280275,0.000164123,0.00076090224,0.0006315416,0.010930248,0.0042336695,0.0022275331,0.009978363,0.0006850923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021778126,0.0001482401,0.0023046364,0.0036751186,0.00016105834,0.0012102979,0.05494861,0.00035615067,0.002478345,0.31950378,0.5047947,0.1102013],"study_design_scores_gemma":[0.00003349779,0.00018020271,0.00546186,0.002805917,0.00008587276,0.00061783293,0.02402483,0.00025387947,0.00085093087,0.10047655,0.8651097,0.0000988842],"about_ca_topic_score_codex":0.0035837064,"about_ca_topic_score_gemma":0.011064024,"teacher_disagreement_score":0.0075850077,"about_ca_system_score_codex":0.002361662,"about_ca_system_score_gemma":0.0038523467,"threshold_uncertainty_score":0.025628448},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01273641065578217,"score_gpt":0.3009593269176768,"score_spread":0.2882229162618946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411526820","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":[0.99931955,0.000015989368,0.00004704492,0.000021736727,0.0000013089335,0.0000041092962,0.0000047544368,9.721928e-7,0.0005845791],"genre_scores_gemma":[0.99930453,0.000028765393,0.0001492139,0.00003283216,0.0000018070764,0.000007411705,0.00001691251,0.0000020613816,0.00045643016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995559,0.00015056455,0.000024792487,0.000052363655,0.0001383699,0.000078059275],"domain_scores_gemma":[0.9951593,0.0014374618,0.0022073477,0.00037950044,0.00023441092,0.0005819148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009642728,0.00027895122,0.00023345214,0.00047437177,0.00045184873,0.0016144757,0.00022577404,0.00048635135,0.0037008915],"category_scores_gemma":[0.004385827,0.00032946194,0.0003548664,0.0002836442,0.0014124406,0.00060439046,0.00084639434,0.0011325404,0.00018270235],"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":[0.00052035827,0.0022082655,0.96678346,0.00007748227,0.00010257208,0.000196085,0.0095472485,0.000107572436,0.006196338,0.000640578,0.0001809016,0.013439083],"study_design_scores_gemma":[0.000012636269,0.00022288438,0.99340904,0.00001527575,0.000026596093,0.00010929259,0.0050616115,0.00022094793,0.0003873408,0.0002782807,0.0002444628,0.000011659076],"about_ca_topic_score_codex":0.0022337905,"about_ca_topic_score_gemma":0.00558554,"teacher_disagreement_score":0.0037008915,"about_ca_system_score_codex":0.0004140589,"about_ca_system_score_gemma":0.0004123419,"threshold_uncertainty_score":0.01238066},"labels":[],"label_agreement":null}]}