{"id":"W4393043833","doi":"10.11647/obp.0399","title":"Byron and Trinity","year":2024,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College; Trinity College","funders":"","keywords":"Philosophy; Psychology; History","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":[],"consensus_categories":[],"category_scores_codex":[0.001038391,0.0007476862,0.0005278441,0.001285634,0.007398719,0.005982034,0.0006345619,0.001221401,0.06012043],"category_scores_gemma":[0.002528624,0.0003301474,0.000271991,0.001413942,0.006909912,0.005072788,0.004516492,0.003996209,0.01871455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005615205,"about_ca_system_score_gemma":0.003526055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007641353,"about_ca_topic_score_gemma":0.0180856,"domain_scores_codex":[0.9983805,0.0007550648,0.00004136591,0.0001902171,0.0003760048,0.0002567825],"domain_scores_gemma":[0.9993219,0.0001691717,0.00004568719,0.00008627304,0.0002154473,0.0001613581],"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":[0.00004199972,0.000007910533,0.0001077002,0.0001963885,0.000003212812,0.0001421732,0.009037375,0.00004272517,0.0001312632,0.5434765,0.4147069,0.03210576],"study_design_scores_gemma":[0.000001601851,0.000003921233,0.00004757908,0.00008651124,6.836368e-7,0.00004824287,0.0006200101,0.00001231292,0.00003251649,0.008523103,0.99062,0.000003508687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001362573,0.01574338,0.001206081,0.01359576,0.003664312,0.00002329899,0.0001338181,0.0002251838,0.9640456],"genre_scores_gemma":[0.03842486,0.004626284,0.0008620917,0.003451433,0.0008148144,0.00007529849,0.00009492876,0.0003432889,0.951307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06012043,"threshold_uncertainty_score":0.2011229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297818326308582,"score_gpt":0.3088122374606011,"score_spread":0.2758340541975153,"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."}}