{"id":"W6964664359","doi":"10.26180/20494878","title":"Heritage &amp; History: Britain, Ireland &amp; Europe","year":2022,"lang":"en","type":"other","venue":"Monash University","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000827129,0.0002099018,0.0002631537,0.00003878537,0.0004216949,0.000007947197,0.0004926288,0.0002220538,0.06980264],"category_scores_gemma":[0.00002156858,0.0001134266,0.0001294846,0.0002097848,0.0002271942,0.00003905513,0.0006387581,0.0002824288,0.001213169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002685635,"about_ca_system_score_gemma":0.00001544017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002566275,"about_ca_topic_score_gemma":0.03669576,"domain_scores_codex":[0.998952,0.0001324241,0.00006423659,0.0004175446,0.0001692498,0.000264501],"domain_scores_gemma":[0.9996194,0.00005258215,0.0001171284,0.0000973686,0.00003001421,0.00008346284],"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":[0.00002805676,0.00006929403,0.03055096,0.000008325747,0.00006783,0.00009231447,0.00006344188,1.988511e-7,0.00004490395,0.0001298299,0.9686096,0.0003352732],"study_design_scores_gemma":[0.0001264852,0.00005599028,0.03985456,0.000005982755,0.00004560777,0.000003585876,0.0001888307,9.735991e-8,1.320284e-7,0.000007499485,0.9594475,0.0002636944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06078293,0.001428235,4.291842e-7,0.001117039,0.0006104347,0.0002446322,0.0008006637,0.0004140821,0.9346015],"genre_scores_gemma":[0.001494283,0.0006106237,0.00004976655,0.0002853366,0.0001389051,4.73294e-7,0.0006535673,0.0000057702,0.9967613],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06858948,"threshold_uncertainty_score":0.9995645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380817897177908,"score_gpt":0.1666434376198209,"score_spread":0.1428352586480419,"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."}}