{"id":"W4312685836","doi":"10.18438/b8kc97","title":"CILIP Training and Development Courses for January","year":2008,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Computer science; Medical education; Mathematics education; Psychology; Medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004785879,0.00005652675,0.00006060035,0.0001056792,0.0007548757,0.0001171302,0.0000683607,0.00007511023,0.0000748143],"category_scores_gemma":[0.002186647,0.00005454387,0.000009532429,0.0001393441,0.0001661608,0.0817769,0.0000119316,0.00008624141,0.00001183121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009669474,"about_ca_system_score_gemma":0.0007602364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007837807,"about_ca_topic_score_gemma":5.69572e-7,"domain_scores_codex":[0.9994265,0.00007785324,0.0001877059,0.00007437519,0.0001258826,0.0001076772],"domain_scores_gemma":[0.9984357,0.0012359,0.0001435919,0.00005662393,0.00006269624,0.00006543202],"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":[0.0001200556,0.00004090988,0.00433668,0.00004765395,0.00001414483,9.237936e-7,0.04604094,0.000005650847,0.00001261195,0.8024148,0.01078774,0.1361778],"study_design_scores_gemma":[0.0001428496,0.00004107082,0.003821997,0.00005001277,0.000005573395,0.000008002124,0.03313234,0.0001347268,0.0004688477,0.0001875514,0.9619283,0.00007873384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1724716,0.001714966,0.02918172,0.7452297,0.0006789616,0.001481574,0.00001147068,0.0006658343,0.04856419],"genre_scores_gemma":[0.8779591,0.003665285,0.06478205,0.0523597,0.0001192986,0.0001454147,0.00005881956,0.000005543749,0.0009048439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9511405,"threshold_uncertainty_score":0.9310658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05971010542422456,"score_gpt":0.3281990691575218,"score_spread":0.2684889637332972,"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."}}