{"meta":{"query_hash":"fd89f503d3c4","filters":{"venue":"ISEMA Perspectives on Innovation Science & Environment"},"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/fd89f503d3c4","api":"https://metacan.xera.ac/api/v1/cohort?venue=ISEMA+Perspectives+on+Innovation+Science+%26+Environment"},"results":[{"id":"W4238974667","doi":"10.22215/isema/","title":"ISEMA: Perspectives on Innovation, Science and Environment","year":2019,"lang":"en","type":"paratext","venue":"ISEMA Perspectives on Innovation Science & Environment","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Data science; Computer science","score_opus":0.02495142985315204,"score_gpt":0.30462420457845857,"score_spread":0.27967277472530655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238974667","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3239595,0.0012115878,0.0019949705,0.020452308,0.007916622,0.0035352646,0.00019656423,0.00023181083,0.6405014],"genre_scores_gemma":[0.9108709,0.0033303818,0.0008002991,0.0007912052,0.0008883243,0.00018347045,0.000030040987,0.00007212678,0.08303325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99078065,0.00012763334,0.00077951915,0.002533218,0.0046613365,0.0011176204],"domain_scores_gemma":[0.99682105,0.00017020584,0.00070475106,0.0011611577,0.00087060354,0.00027226444],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0046996474,0.0006765625,0.0005363536,0.003241623,0.0024798803,0.0008810178,0.0014242663,0.00030796696,0.004600399],"category_scores_gemma":[0.0013288195,0.0006903529,0.0000760681,0.0070093283,0.0083616115,0.0013115755,0.00035317012,0.000797466,0.00861029],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057719535,0.0010656624,0.000118584154,0.0000358063,0.000055199784,0.0000031665268,0.105236836,0.0055974885,0.0069958284,0.83385926,0.04190627,0.005068183],"study_design_scores_gemma":[0.0007136446,0.0005037819,0.0060308417,0.0001809517,0.000027631135,0.0000027112696,0.20251001,0.00015153222,0.0012557202,0.0005562318,0.7867239,0.0013430321],"about_ca_topic_score_codex":0.00014254483,"about_ca_topic_score_gemma":0.000001779906,"teacher_disagreement_score":0.83330303,"about_ca_system_score_codex":0.007809697,"about_ca_system_score_gemma":0.0022639001,"threshold_uncertainty_score":0.99955475},"labels":[],"label_agreement":null}]}