{"id":"W6930516143","doi":"10.5281/zenodo.12805534","title":"Data for Policy 2024 Book of Abstracts","year":2024,"lang":"en","type":"other","venue":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit Leiden; Joint Research Centre; University of Hong Kong; York University; European Commission; University of Ottawa; Florida State University","keywords":"Public sector; Government (linguistics); Corporate governance; Agency (philosophy); Public policy; Identification (biology); Digital transformation; Sensibility; Digital government","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0006011075,0.0002152453,0.0006755177,0.0003819343,0.0001240339,0.000005372598,0.001132461,0.0004135515,0.002107051],"category_scores_gemma":[0.000190286,0.0002035729,0.0001662876,0.0002322284,0.001593217,0.00007720177,0.0003405832,0.0005302008,0.00006679173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004834283,"about_ca_system_score_gemma":0.00008571186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007688956,"about_ca_topic_score_gemma":0.05831349,"domain_scores_codex":[0.9987115,0.0003685119,0.0002354868,0.0002611408,0.0002145352,0.0002088873],"domain_scores_gemma":[0.9981608,0.0005939884,0.0003907884,0.0006952704,0.00007302381,0.00008612433],"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":[0.0003109078,0.0002804187,0.005812679,0.002078585,0.0006082209,0.0001810386,0.001556673,0.00006657551,0.00001751698,0.006992078,0.9668095,0.01528588],"study_design_scores_gemma":[0.0005151748,0.0007492567,0.04545904,0.0003829129,0.0002008433,0.00002878816,0.004038639,0.0003231365,0.000001811325,0.001611629,0.9463966,0.0002920908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009390896,0.01151573,0.0004293704,0.0007679774,0.0003146635,0.0003900907,0.01659009,0.0000996779,0.9605015],"genre_scores_gemma":[0.7502003,0.00368479,0.003002102,0.0001255124,0.0001141606,2.115104e-7,0.001028492,0.00003664036,0.2418078],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7408094,"threshold_uncertainty_score":0.998919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05883174843459352,"score_gpt":0.2844169725989377,"score_spread":0.2255852241643442,"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."}}