{"id":"W7094592820","doi":"","title":"9781000465600.pdf","year":2021,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Park","funders":"","keywords":"Set (abstract data type); Natural (archaeology); Key (lock); Class (philosophy); Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004888317,0.0008176861,0.0005351775,0.001674339,0.001237746,0.008164728,0.001073047,0.001773138,0.8819981],"category_scores_gemma":[0.003089733,0.0004572333,0.0004451351,0.00325866,0.0005539839,0.004525284,0.003332709,0.001984368,0.8558981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073737,"about_ca_system_score_gemma":0.0008915514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130757,"about_ca_topic_score_gemma":0.003533197,"domain_scores_codex":[0.9995742,0.00004418619,0.00002334848,0.00005600091,0.0002616037,0.0000406211],"domain_scores_gemma":[0.9987183,0.0002961772,0.00006552102,0.0001558237,0.0004146917,0.0003496536],"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":[0.00001046235,0.00001642615,0.00006797012,0.0001171225,0.000001221587,0.00002588663,0.00005292756,0.00005383893,0.0001153343,0.004209993,0.8554472,0.1398814],"study_design_scores_gemma":[0.000001819716,0.000003115378,0.0001305137,0.0000733246,4.113796e-7,0.00002830741,0.00003893954,0.00001737619,0.00003795883,0.0005889134,0.9990766,0.000002774154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001474445,0.000606525,0.0008419179,0.0009094058,0.001163896,0.00003741008,0.00185856,0.001051502,0.9933833],"genre_scores_gemma":[0.0006703882,0.0007916784,0.0006641576,0.0002978084,0.000202922,0.0000369282,0.001465611,0.000739133,0.9951314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1180019,"threshold_uncertainty_score":0.1683154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141082215777692,"score_gpt":0.3110900319253008,"score_spread":0.2896792097675239,"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."}}