{"id":"W2126916152","doi":"10.1002/meet.14504701439","title":"What do LIS faculty need for professional development?","year":2010,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Penn State College of Medicine","keywords":"Caucus; Professional development; Faculty development; Continuing professional development; Medical education; Professional association; Psychology; Public relations; Medicine; Political science","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":[0.007076891,0.0001120336,0.0003688358,0.002637912,0.003895733,0.00664004,0.0008040928,0.001484774,0.01440219],"category_scores_gemma":[0.03756224,0.0002303428,0.0002856516,0.002814803,0.002027259,0.003385807,0.002074937,0.001178149,0.003030501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006171764,"about_ca_system_score_gemma":0.01164258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008009879,"about_ca_topic_score_gemma":0.01995215,"domain_scores_codex":[0.9935011,0.002577038,0.0003348956,0.0002947362,0.001527983,0.001764171],"domain_scores_gemma":[0.9563402,0.01057403,0.00511909,0.00107425,0.008806844,0.01808563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002449416,0.0008089761,0.4370209,0.000864619,0.0000410932,0.0007928816,0.08006072,0.0001983657,0.001459279,0.006542301,0.06766427,0.4043016],"study_design_scores_gemma":[0.0001042418,0.0003544468,0.4239838,0.0008205258,0.00004105525,0.001871354,0.4180839,0.001022266,0.00133178,0.01052154,0.1417745,0.00009056647],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7948407,0.002554196,0.001444151,0.1142646,0.0003803872,0.00008798367,0.0002778816,0.0002106271,0.08593944],"genre_scores_gemma":[0.9899635,0.0008701842,0.0007888484,0.002975715,0.0001231078,0.00004025444,0.00008319726,0.00002323483,0.005132006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01440219,"threshold_uncertainty_score":0.0481801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394726320032181,"score_gpt":0.3113123641293916,"score_spread":0.2973651009290698,"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."}}