{"id":"W7135474498","doi":"","title":"Longfield","year":2010,"lang":"en","type":"book-chapter","venue":"Research Portal (Queen's University Belfast)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"","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":[0.0004187031,0.001481955,0.0006852,0.002350845,0.002544217,0.005219881,0.00117053,0.001782901,0.8020295],"category_scores_gemma":[0.001055121,0.0007812075,0.0004836773,0.002510446,0.0006938947,0.003650667,0.002035975,0.002061534,0.6650656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875277,"about_ca_system_score_gemma":0.001796518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01267663,"about_ca_topic_score_gemma":0.05783154,"domain_scores_codex":[0.9996629,0.00002872515,0.0000113365,0.00008861251,0.0001575383,0.00005089477],"domain_scores_gemma":[0.9995085,0.00008509772,0.00002060406,0.00008055253,0.0001771547,0.0001280095],"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":[0.00003229275,0.00002800238,0.000098501,0.0001086621,0.000002621698,0.00005918664,0.0001482623,0.00007684468,0.0003735011,0.01536601,0.8053301,0.1783761],"study_design_scores_gemma":[0.000003297818,0.000004815506,0.0001172615,0.00004029556,0.000001244242,0.00003218248,0.00005876763,0.00002735715,0.00008793632,0.001478721,0.9981451,0.000003102356],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001599596,0.0009787875,0.0005639381,0.0004750072,0.0002679159,0.00002046913,0.0005464946,0.0005305813,0.9964568],"genre_scores_gemma":[0.0002459652,0.0001572908,0.0001005516,0.0000720586,0.00001426679,0.000005042189,0.0001154426,0.00008277434,0.9992066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8020295,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03348064898889239,"score_gpt":0.2857018030253786,"score_spread":0.2522211540364862,"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."}}