{"id":"W4395051790","doi":"10.14429/djlit.44.2.19309","title":"Knowledge Management","year":2024,"lang":"en","type":"article","venue":"DESIDOC Journal of Library & Information Technology","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004839264,0.00007735965,0.000124775,0.001688081,0.0001621747,0.0003267345,0.0004916785,0.0001063125,0.000361653],"category_scores_gemma":[0.00003527223,0.00006907443,0.00008326039,0.001248289,0.0001156666,0.005436926,0.0001398886,0.0002284761,0.000565528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000453437,"about_ca_system_score_gemma":0.0001048366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.563737e-7,"about_ca_topic_score_gemma":0.000001241298,"domain_scores_codex":[0.9990692,0.00003837047,0.0004548781,0.00005375304,0.0001851993,0.0001985974],"domain_scores_gemma":[0.9996113,0.00004178152,0.0001382044,0.00009829833,0.0000570522,0.00005340477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004861005,0.00001040609,0.0002904335,0.00007208295,0.0000488739,0.0000231107,0.002951754,0.00000224184,0.000001640924,0.7303823,0.03455761,0.2316546],"study_design_scores_gemma":[0.0001219475,0.00003701977,0.0001059247,0.0001464757,0.0000213985,0.00001186314,0.006443832,0.0001024305,0.0001636369,0.02904853,0.9637209,0.00007606527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005569386,0.003416198,0.007525003,0.006478525,0.001410975,0.0001763231,0.000001334181,0.0005327135,0.9748895],"genre_scores_gemma":[0.9808545,0.002382868,0.005641286,0.0002162539,0.0003955484,0.00000838958,0.000005037338,0.00001301679,0.01048308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9752851,"threshold_uncertainty_score":0.7268907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296375219727344,"score_gpt":0.2812561384991495,"score_spread":0.268292386301876,"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."}}