{"id":"W4387525148","doi":"10.55650/igj.1976.881","title":"Reviews of Books and Maps","year":2016,"lang":"en","type":"article","venue":"Irish Geography","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Georgian; Northern ireland; History; Economic history; Geography; Ethnology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001082862,0.001698361,0.001897787,0.01021657,0.001740765,0.009076328,0.002660286,0.001564675,0.2991401],"category_scores_gemma":[0.008864787,0.0008695857,0.0008284541,0.02307124,0.00118605,0.005433193,0.002702879,0.001833127,0.2469445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004315651,"about_ca_system_score_gemma":0.00912034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01709654,"about_ca_topic_score_gemma":0.02903917,"domain_scores_codex":[0.9970208,0.0003370151,0.0002817558,0.0003477366,0.001730585,0.0002820629],"domain_scores_gemma":[0.9947831,0.001084694,0.0003782198,0.0004012873,0.00296069,0.0003920539],"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":[0.000009278687,0.00000943341,0.00004666785,0.0009454359,0.000003520177,0.00003216909,0.00009579028,0.00005058062,0.00004894071,0.001483038,0.9098585,0.08741669],"study_design_scores_gemma":[0.000001148852,0.00000191366,0.0001206428,0.0004854143,0.000001370687,0.00002618211,0.00006231818,0.000007132597,0.000008733709,0.0002408484,0.9990409,0.000003432115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0005047569,0.4467997,0.001367656,0.009723089,0.02401214,0.0002475608,0.008132068,0.001291625,0.5079215],"genre_scores_gemma":[0.003731687,0.3229537,0.002375535,0.005789589,0.007891525,0.0002454685,0.01144316,0.00101785,0.6445515],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2991401,"threshold_uncertainty_score":0.9996917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211439049070425,"score_gpt":0.2904625264512572,"score_spread":0.268348135960553,"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."}}