{"id":"W4385505732","doi":"10.1353/bkb.2023.a903444","title":"Focus IBBY","year":2023,"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":"Honour; Context (archaeology); Publishing; Visual arts; Media studies; Library science; Computer science; Art; Law; Sociology; History; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005092372,0.00009268701,0.0001005376,0.0001114697,0.0006248775,0.0001866671,0.0003433938,0.00008593612,0.0007730616],"category_scores_gemma":[0.00009985965,0.00008755994,0.00007065925,0.0005832,0.0002607308,0.001174799,0.00004759996,0.00008270803,0.007231075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003292492,"about_ca_system_score_gemma":0.0003884522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005918238,"about_ca_topic_score_gemma":0.0009713884,"domain_scores_codex":[0.998607,0.00008102901,0.0001649071,0.0002534073,0.0004623175,0.0004313044],"domain_scores_gemma":[0.9994631,0.00007335695,0.00005369828,0.0001888321,0.00003096115,0.0001900679],"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":[0.00001761698,0.00005262998,0.01125204,0.00001096772,0.00001589998,0.00009008439,0.01302928,0.000005429391,0.004557555,0.4991378,0.433993,0.03783777],"study_design_scores_gemma":[0.0001268357,0.00005106533,0.004216947,0.0000117636,0.000004294007,8.547818e-7,0.001738796,0.00003957386,0.00235657,0.0175484,0.9737276,0.0001772499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06441711,0.0005495183,0.0001414935,0.03557832,0.001375271,0.0006246758,0.00001036371,0.004583941,0.8927193],"genre_scores_gemma":[0.8525016,0.000295783,0.0001675326,0.001811755,0.0007465085,0.00002794861,0.000004285658,0.0000304734,0.1444141],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7880845,"threshold_uncertainty_score":0.9935419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04231198485495187,"score_gpt":0.3167843971065885,"score_spread":0.2744724122516366,"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."}}