{"id":"W7098388460","doi":"","title":"DEVELOPING LEADERSHIP TO TRANSFORM OUR LIBRARY: THE","year":2015,"lang":"en","type":"article","venue":"","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Theme (computing); Line management; Developing country; Leadership development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03022923,0.0006949867,0.0005524969,0.001883475,0.03871269,0.03563344,0.003743,0.007680031,0.01692387],"category_scores_gemma":[0.02847437,0.000661018,0.000604963,0.00182055,0.02704458,0.01351209,0.02776766,0.01840555,0.004672173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03680292,"about_ca_system_score_gemma":0.2071451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1002654,"about_ca_topic_score_gemma":0.2126872,"domain_scores_codex":[0.9576843,0.01948374,0.0006957995,0.001666268,0.008982066,0.01148778],"domain_scores_gemma":[0.9068932,0.009760685,0.002429176,0.001745453,0.01261168,0.06655981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008294358,0.0004229469,0.003523383,0.000640641,0.00003380659,0.0007012034,0.08185743,0.0002786801,0.0008011229,0.1937321,0.5736138,0.144312],"study_design_scores_gemma":[0.00002408863,0.00006732925,0.001640271,0.000452861,0.000007282399,0.0001915263,0.08731899,0.0001567989,0.0003406915,0.01094238,0.8988128,0.00004497658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01239808,0.005705553,0.005874483,0.8797922,0.006405154,0.0001521952,0.00005087816,0.0003331227,0.08928839],"genre_scores_gemma":[0.5813679,0.01109155,0.01566035,0.2628731,0.003617852,0.000299302,0.0001426968,0.0005072484,0.1244401],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1002654,"threshold_uncertainty_score":0.2670251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4857530061735937,"score_gpt":0.3761564323750889,"score_spread":0.1095965737985047,"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."}}