{"meta":{"query_hash":"95e384d94f2c","filters":{"venue":"BioPhysical Economics and Resource Quality"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/95e384d94f2c","api":"https://metacan.xera.ac/api/v1/cohort?venue=BioPhysical+Economics+and+Resource+Quality"},"results":[{"id":"W2922345555","doi":"10.1007/s41247-019-0054-y","title":"Dematerialization Through Services: Evaluating the Evidence","year":2019,"lang":"en","type":"article","venue":"BioPhysical Economics and Resource Quality","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Dematerialization (economics); Sustainability; Service (business); Business; Natural resource economics; Goods and services; Consumption (sociology); Environmental economics; Economics; Economy; Marketing; Microeconomics","score_opus":0.048493955609744684,"score_gpt":0.3113965608210974,"score_spread":0.2629026052113527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922345555","genre_codex":"review","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":[0.13136989,0.7283258,0.0124807395,0.064499535,0.0039905566,0.0021594923,0.008175925,0.00006255704,0.048935562],"genre_scores_gemma":[0.7635944,0.2125474,0.008338834,0.00961201,0.002040523,0.0008253568,0.0016491236,0.00006734859,0.0013250014],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.8939795,0.07510298,0.011697981,0.004703179,0.011910662,0.0026057537],"domain_scores_gemma":[0.38726413,0.5220838,0.048081174,0.014037255,0.024825502,0.0037081828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10059431,0.0018544967,0.004032361,0.01109138,0.0014107063,0.006741678,0.005126243,0.0057283477,0.015640507],"category_scores_gemma":[0.3598659,0.0008307445,0.0058747493,0.010588362,0.00876565,0.007081084,0.0053234645,0.0045420956,0.0009056605],"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":[0.019137664,0.0013975577,0.12994,0.23852374,0.06652291,0.0005080513,0.00222112,0.0046071885,0.00041513497,0.13255914,0.0154635785,0.38870397],"study_design_scores_gemma":[0.011061462,0.0069231275,0.11639491,0.37247348,0.1625086,0.0008305083,0.010207947,0.0073718764,0.0046672253,0.17036477,0.1368285,0.00036754797],"about_ca_topic_score_codex":0.022811498,"about_ca_topic_score_gemma":0.030518128,"teacher_disagreement_score":0.10059431,"about_ca_system_score_codex":0.008510273,"about_ca_system_score_gemma":0.012908881,"threshold_uncertainty_score":0.53199995},"labels":[],"label_agreement":null}]}