{"id":"W4391364418","doi":"10.1353/bkb.2024.a918620","title":"Focus IBBY","year":2024,"lang":"en","type":"article","venue":"Bookbird/Book bird","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Computer science; Physics","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":[0.0009143758,0.001314445,0.0006544605,0.00208397,0.005051112,0.009768778,0.001674277,0.003287059,0.8031277],"category_scores_gemma":[0.004212118,0.0006139866,0.0004880085,0.001981189,0.0008349562,0.00443103,0.006913977,0.003778788,0.6405038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003281567,"about_ca_system_score_gemma":0.004957486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.015273,"about_ca_topic_score_gemma":0.03594436,"domain_scores_codex":[0.9986548,0.0001204215,0.00003719446,0.000291494,0.0006009967,0.0002950595],"domain_scores_gemma":[0.9968137,0.0001932268,0.0001026617,0.0002369197,0.00124583,0.001407655],"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":[0.00001346077,0.000009078933,0.00004417426,0.00004494323,7.752884e-7,0.00003922636,0.00007321183,0.000008004584,0.0001523958,0.001918843,0.9794773,0.01821859],"study_design_scores_gemma":[0.000001074681,0.000001415218,0.0000604502,0.00002399831,3.603036e-7,0.00002564103,0.00006501057,0.000004741455,0.00002740818,0.0001158864,0.9996722,0.000001773316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003136742,0.002019096,0.0005194515,0.005167094,0.006359781,0.00008016422,0.0008480524,0.0008200709,0.9838727],"genre_scores_gemma":[0.001014928,0.0006672149,0.0002104888,0.001642572,0.0005399449,0.0000569832,0.0004505512,0.000371079,0.9950463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8031277,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753566084201316,"score_gpt":0.311251160986418,"score_spread":0.2837155001444048,"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."}}