{"meta":{"query_hash":"ce1cab3c0569","filters":{"venue":"PubLIS Cologne (Cologne University)"},"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/ce1cab3c0569","api":"https://metacan.xera.ac/api/v1/cohort?venue=PubLIS+Cologne+%28Cologne+University%29"},"results":[{"id":"W2763395561","doi":"","title":"Liaison librarians being embedded : a future model of librarianship?","year":2017,"lang":"en","type":"article","venue":"PubLIS Cologne (Cologne University)","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Flexibility (engineering); Library science; Subject (documents); Information literacy; German; Order (exchange); Point (geometry); Visibility; Preference; Computer science; Sociology; Public relations; Business; Political science; Management; Mathematics; Geography","score_opus":0.018015164279787416,"score_gpt":0.19158556246344005,"score_spread":0.17357039818365264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763395561","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":[0.04171895,0.00828057,0.045360334,0.33347738,0.0012851025,0.00012917467,0.000049825023,0.00047210677,0.56922656],"genre_scores_gemma":[0.8955434,0.0033042675,0.012847348,0.015129087,0.00060610776,0.00014916179,0.000039991704,0.00012777212,0.07225303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99051297,0.0059811496,0.00014579408,0.0008823702,0.0012088317,0.001268726],"domain_scores_gemma":[0.99078417,0.0022901145,0.00046355894,0.0012125564,0.001561213,0.0036883515],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0094645135,0.00040669384,0.00036383816,0.0018991331,0.008809023,0.025308223,0.002597546,0.005978542,0.012577616],"category_scores_gemma":[0.008667976,0.00046099856,0.00047050338,0.0019990744,0.044919655,0.030163184,0.009475889,0.004892639,0.0031653456],"study_design_candidate":"qualitative","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":[0.000019884823,0.00006897732,0.0006608509,0.00006083183,0.000004656327,0.00013139436,0.028575985,0.00016118654,0.00012981739,0.94188195,0.0066634915,0.021640984],"study_design_scores_gemma":[0.000033293585,0.0001123035,0.0007962642,0.00031347963,0.000012789583,0.00029926118,0.051222313,0.001292863,0.00028425918,0.59514576,0.35043162,0.0000558192],"about_ca_topic_score_codex":0.008707507,"about_ca_topic_score_gemma":0.008475756,"teacher_disagreement_score":0.97469175,"about_ca_system_score_codex":0.011010979,"about_ca_system_score_gemma":0.019366132,"threshold_uncertainty_score":0.07989061},"labels":[],"label_agreement":null}]}