{"id":"W7006345728","doi":"","title":"Timber Cladding in Scotland","year":2002,"lang":"en","type":"report","venue":"Research Output (Edinburgh Napier University)","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cladding (metalworking); Logging; Historical record; Popularity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009420989,0.0004271951,0.0005868841,0.003145444,0.0001931392,0.0001229197,0.0005818642,0.0006427611,0.001658176],"category_scores_gemma":[0.0001322424,0.0004358972,0.0001940105,0.001686406,0.0001774954,0.0003178312,0.000276701,0.001768368,0.0002968498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357429,"about_ca_system_score_gemma":0.0003900528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005017708,"about_ca_topic_score_gemma":0.0002375121,"domain_scores_codex":[0.9964193,0.000124977,0.0002897277,0.0005451067,0.001541127,0.001079783],"domain_scores_gemma":[0.9985662,0.0002095334,0.00004309231,0.0005143338,0.0004048774,0.0002619952],"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":[0.0001092455,0.000181336,0.0175813,0.0006805264,0.001070444,0.005863264,0.002063493,0.002631419,0.0000661345,0.00008450586,0.9508997,0.01876863],"study_design_scores_gemma":[0.0007255603,0.00007957848,0.0003762055,0.0005453874,0.00005057981,0.0000193667,0.0002480017,0.001115025,0.0001195345,0.0000268383,0.9962106,0.0004833285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02195024,0.005708217,0.00001813106,0.0001039405,0.0007516996,0.0005642728,0.00005401365,0.0003177744,0.9705317],"genre_scores_gemma":[0.3608537,0.01959443,0.00007502008,0.000002978627,0.0006268324,0.000006949235,0.00008255015,0.0001139093,0.6186436],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3518881,"threshold_uncertainty_score":0.9998093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1507682491917474,"score_gpt":0.2974689281412825,"score_spread":0.146700678949535,"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."}}