{"meta":{"query_hash":"e6f4f0c181bf","filters":{"venue":"Nordic Perspectives on Open Science"},"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/e6f4f0c181bf","api":"https://metacan.xera.ac/api/v1/cohort?venue=Nordic+Perspectives+on+Open+Science"},"results":[{"id":"W2099291090","doi":"10.7557/11.3619","title":"Crystals of Knowledge Production. An Intercontinental Conversation about Open Science and the Humanities","year":2015,"lang":"en","type":"article","venue":"Nordic Perspectives on Open Science","topic":"Research Data Management Practices","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Conversation; Knowledge production; Open science; Media studies; Sociology; Danish; Focus (optics); Humanities; Library science; Political science; Art; Philosophy; Computer science; Communication; Linguistics; Physics","score_opus":0.15770948816895525,"score_gpt":0.4176591995621317,"score_spread":0.25994971139317646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099291090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5692481,0.0006895842,0.01354212,0.016224196,0.0012586564,0.005531997,0.000014624005,0.000108420885,0.3933823],"genre_scores_gemma":[0.99417615,0.00009752477,0.003679339,0.00016144688,0.000043913882,0.00006720261,7.152656e-7,0.0000050998988,0.0017686033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99613774,0.00037782433,0.00026026022,0.0012754662,0.0015684607,0.00038027923],"domain_scores_gemma":[0.9958072,0.00019683727,0.00028029745,0.0017528081,0.0017920602,0.00017083102],"candidate_categories":["sts","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.022385139,0.00014367471,0.00022498227,0.0004954255,0.0011690019,0.016682982,0.022342999,0.000015863769,0.0000101095575],"category_scores_gemma":[0.0068321987,0.000098779194,0.000017942431,0.002312381,0.011062702,0.089488454,0.014839781,0.00017866261,0.000014782434],"study_design_candidate":"theoretical_or_conceptual","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":[0.00016316332,0.000264021,0.00034544573,0.000009322707,0.00001189878,0.0000019755107,0.07218831,0.000014417822,0.0026842349,0.9175432,0.000541858,0.006232197],"study_design_scores_gemma":[0.011494759,0.004003203,0.08937583,0.00046438788,0.000050161638,0.00012353918,0.75452024,0.042125486,0.025815956,0.024120659,0.046303548,0.0016022029],"about_ca_topic_score_codex":0.0015670173,"about_ca_topic_score_gemma":0.0001797268,"teacher_disagreement_score":0.8934225,"about_ca_system_score_codex":0.0003797784,"about_ca_system_score_gemma":0.0019441092,"threshold_uncertainty_score":0.993128},"labels":[],"label_agreement":null}]}