{"id":"W4412347147","doi":"10.21083/partnership.v20i1.7186","title":"A Knowledge Mobilization Initiative Pilot in the Library","year":2025,"lang":"en","type":"article","venue":"Partnership The Canadian Journal of Library and Information Practice and Research","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mobilization; Political science; Library science; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008849701,0.0004713745,0.0004318949,0.001414446,0.01503999,0.005544627,0.002636779,0.002439052,0.01097828],"category_scores_gemma":[0.01249868,0.0005980497,0.000499056,0.002087686,0.003312629,0.002764567,0.007505475,0.002223467,0.00271283],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02537853,"about_ca_system_score_gemma":0.1266582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3480056,"about_ca_topic_score_gemma":0.6190524,"domain_scores_codex":[0.9919118,0.003223392,0.0002126158,0.0004555667,0.001187834,0.003008747],"domain_scores_gemma":[0.98399,0.001926155,0.0002786228,0.0008622543,0.003821834,0.009121232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004812621,0.02470537,0.03148687,0.002000358,0.0001197672,0.007498154,0.3109212,0.001506653,0.01322379,0.02279113,0.1147363,0.4661977],"study_design_scores_gemma":[0.001456617,0.009184444,0.06216953,0.0004629321,0.0001353909,0.0004262665,0.4089795,0.001273969,0.01058671,0.003394397,0.5017346,0.0001956577],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8358662,0.0004307073,0.004589487,0.01394418,0.0003220572,0.01409167,0.001303584,0.001367235,0.1280849],"genre_scores_gemma":[0.908735,0.0004500226,0.01405736,0.002921675,0.000094182,0.006826707,0.0009462769,0.0001855338,0.06578325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9944554,"threshold_uncertainty_score":0.6919599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1352874117158028,"score_gpt":0.4078902786064885,"score_spread":0.2726028668906856,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}