{"meta":{"query_hash":"1950e491e444","filters":{"venue":"Journal of Sustainability Perspectives"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/1950e491e444","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Sustainability+Perspectives"},"results":[{"id":"W3194706239","doi":"10.14710/jsp.2021.12000","title":"Strategies for Energy and Climate Management at the British Columbia Institute of Technology","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainability Perspectives","topic":"Environmental Impact and Sustainability","field":"Environmental Science","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":"British Columbia Institute of Technology","funders":"","keywords":"Greenhouse gas; Renewable energy; Sustainability; Efficient energy use; Climate change; Business; Electricity; Environmental economics; Engineering; Environmental science; Environmental resource management; Economics","score_opus":0.004388574088175545,"score_gpt":0.23420940385477007,"score_spread":0.22982082976659451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194706239","genre_codex":"other","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":[0.0050436393,0.030726273,0.0036441295,0.20215549,0.004484937,0.00018630526,0.0010034454,0.00046436628,0.75229144],"genre_scores_gemma":[0.04420143,0.01543542,0.0053023444,0.013285102,0.00026325008,0.00010210618,0.00066094706,0.00015623847,0.9205931],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9977101,0.0002636328,0.00005013773,0.0002017995,0.001074058,0.00070017175],"domain_scores_gemma":[0.9980216,0.00009825785,0.00004632055,0.00007644889,0.0009425874,0.00081473653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017882583,0.0007130777,0.00029740873,0.0013841157,0.006669756,0.008554124,0.0013021904,0.0029189915,0.05610951],"category_scores_gemma":[0.0022615185,0.0002761205,0.00031268797,0.0014413705,0.0019447745,0.001854141,0.0037467608,0.0049206447,0.008492383],"study_design_candidate":"observational","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":[0.000026591619,0.00009161008,0.0012040569,0.00013268553,0.0000106639145,0.00017844523,0.0006213306,0.00032186834,0.00062162447,0.08688591,0.8183989,0.091506205],"study_design_scores_gemma":[0.0000033204112,0.000005277529,0.0009808488,0.000118820484,0.000002700441,0.000020926927,0.00037464246,0.000112028894,0.00017392411,0.0024686137,0.99572855,0.000010409256],"about_ca_topic_score_codex":0.6384195,"about_ca_topic_score_gemma":0.8123959,"teacher_disagreement_score":0.6384195,"about_ca_system_score_codex":0.025746167,"about_ca_system_score_gemma":0.07966939,"threshold_uncertainty_score":0.72741985},"labels":[],"label_agreement":null},{"id":"W3194775225","doi":"10.14710/jsp.2021.12022","title":"A Collaborative Approach to Planning","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainability Perspectives","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Stewardship (theology); Indigenous; Environmental planning; Environmental resource management; Biodiversity; Natural resource; Geography; Woodland; Plan (archaeology); Political science; Ecology; Archaeology","score_opus":0.005393161442725374,"score_gpt":0.2586829669791009,"score_spread":0.25328980553637553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194775225","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006033965,0.001300774,0.38926634,0.049579594,0.0009783066,0.001538006,0.0002206981,0.00050397275,0.5505785],"genre_scores_gemma":[0.37153503,0.003298326,0.4907518,0.0044416427,0.0003468839,0.0029862938,0.00061229843,0.0005231486,0.12550475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9704971,0.019270133,0.0010723219,0.0032132221,0.0035851602,0.0023620022],"domain_scores_gemma":[0.9778047,0.008617869,0.0008269979,0.0046232664,0.0031477225,0.0049794298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027724685,0.0011299363,0.0007770023,0.0032499048,0.015803596,0.022149123,0.00736218,0.0046887132,0.038139578],"category_scores_gemma":[0.030410348,0.00089969835,0.0014562703,0.005977437,0.019382522,0.011389031,0.023945607,0.0075829015,0.0045638257],"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":[0.000024481986,0.00014652031,0.0006962934,0.00020656528,0.00004581254,0.00047291923,0.027780937,0.008398946,0.00021099349,0.81635827,0.054118652,0.09153956],"study_design_scores_gemma":[0.00002148171,0.000046729736,0.00027080884,0.0003081085,0.000013393402,0.00015735936,0.022610467,0.0033087183,0.00012816134,0.3744213,0.59868205,0.00003144943],"about_ca_topic_score_codex":0.026190719,"about_ca_topic_score_gemma":0.04510908,"teacher_disagreement_score":0.038139578,"about_ca_system_score_codex":0.018197523,"about_ca_system_score_gemma":0.06290022,"threshold_uncertainty_score":0.14662391},"labels":[],"label_agreement":null}]}