{"id":"W4387553644","doi":"10.55650/igj.1951.1178","title":"Reviews of Books","year":2017,"lang":"en","type":"article","venue":"Irish Geography","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Population; Rothschild; Media studies; Humanities; Sociology; Geography; Art; Demography; Philosophy; Archaeology; Linguistics","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":[0.0006671034,0.001184067,0.001469656,0.005835577,0.001461387,0.009193872,0.002527626,0.001704615,0.5851082],"category_scores_gemma":[0.005308392,0.0006054678,0.0008465988,0.008992624,0.0009543851,0.006101464,0.002798569,0.002071686,0.5024624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002830483,"about_ca_system_score_gemma":0.004813822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006947463,"about_ca_topic_score_gemma":0.01259903,"domain_scores_codex":[0.9986024,0.0001551192,0.0001251981,0.000246705,0.0007397187,0.0001307422],"domain_scores_gemma":[0.9979342,0.0003604311,0.0001057085,0.0002666833,0.001041883,0.0002910868],"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":[0.000009367414,0.00001196833,0.00004202289,0.0004348267,0.000003010285,0.00004016884,0.0000782222,0.00003761573,0.00006089685,0.003808016,0.9078887,0.08758525],"study_design_scores_gemma":[0.000001080025,0.000001437932,0.00006213412,0.0001428611,8.576462e-7,0.00003237034,0.00003496918,0.0000051722,0.000007351872,0.0003541484,0.9993557,0.000001764764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0003824689,0.08206413,0.001255837,0.007900437,0.01760088,0.0001708156,0.006383591,0.00120701,0.8830348],"genre_scores_gemma":[0.001941512,0.04117749,0.001240144,0.003105921,0.003606343,0.00009284675,0.006550006,0.000778448,0.9415073],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5851082,"threshold_uncertainty_score":0.5917928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04534926608481292,"score_gpt":0.2765620122120729,"score_spread":0.23121274612726,"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."}}