{"id":"W6927164616","doi":"10.26180/20494878.v1","title":"Heritage & History: Britain, Ireland & Europe","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Celtic languages; Settlement (finance); Repetition (rhetorical device); Empire; Cultural history; Cultural heritage","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":[0.0003146404,0.0005646308,0.000375895,0.002254746,0.001957488,0.005788218,0.0005059981,0.0005423628,0.1891858],"category_scores_gemma":[0.0006738825,0.0002778585,0.0001627845,0.005595069,0.001214311,0.002012763,0.001569426,0.001098742,0.1108003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003751509,"about_ca_system_score_gemma":0.002046743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03438616,"about_ca_topic_score_gemma":0.08957844,"domain_scores_codex":[0.9996612,0.00003493273,0.00001192124,0.00004999347,0.0001678305,0.00007418514],"domain_scores_gemma":[0.9997255,0.00002502409,0.00001917928,0.00003406611,0.0001147428,0.00008139034],"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":[0.00001748641,0.00001041358,0.0002420917,0.0001221308,0.000001779324,0.00005364673,0.0003724722,0.00003641778,0.0001454544,0.01190868,0.9018562,0.08523306],"study_design_scores_gemma":[3.412439e-7,5.937946e-7,0.0002371969,0.00002521815,1.976285e-7,0.00001089132,0.00006784964,0.000001384556,0.00001224675,0.0001098997,0.9995334,8.83522e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004533271,0.007255784,0.0001223621,0.0009837435,0.001567204,0.00001325479,0.001108763,0.0001102301,0.9883854],"genre_scores_gemma":[0.00358035,0.004020545,0.0001770124,0.0002726722,0.0002032857,0.00001140876,0.0006528587,0.0001594077,0.9909225],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1891858,"threshold_uncertainty_score":0.6328895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06183922963136752,"score_gpt":0.279655396406773,"score_spread":0.2178161667754055,"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."}}