{"id":"W7134576034","doi":"","title":"C&P Warning Intelligence:Potential Implications of Glass Reinforced Plastic (GRP) in MSOC’s (East) Area of Operations. (Summer 2024)","year":2024,"lang":"en","type":"other","venue":"University of Brighton Repository (University of Brighton)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Warning system; Work (physics); Reinforced concrete; Information system","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":[],"consensus_categories":[],"category_scores_codex":[0.0003957728,0.0003279524,0.00009072312,0.0009185318,0.001870082,0.001772025,0.0005813504,0.001041942,0.07286591],"category_scores_gemma":[0.001580929,0.0001472667,0.0001714072,0.0007799541,0.0004276646,0.0006672416,0.0009704392,0.0005997059,0.01175728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003020349,"about_ca_system_score_gemma":0.005100295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5316612,"about_ca_topic_score_gemma":0.7515633,"domain_scores_codex":[0.999629,0.00002988141,0.000008607923,0.00001769829,0.0002335799,0.00008119905],"domain_scores_gemma":[0.9989563,0.0001265123,0.0001060954,0.00002957077,0.000555459,0.0002260549],"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":[0.000274783,0.00007143522,0.02126091,0.0002023788,0.00000890838,0.0007185573,0.0006787209,0.0006853227,0.002716114,0.001028379,0.835454,0.1369004],"study_design_scores_gemma":[0.00003635,0.0002122392,0.2098195,0.0003502287,0.00002315228,0.0003168269,0.005240248,0.001881165,0.004443271,0.0009683435,0.7766519,0.00005684751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1458083,0.002490333,0.002029217,0.03955329,0.003232648,0.000606362,0.03737709,0.001820313,0.7670825],"genre_scores_gemma":[0.2060953,0.002005958,0.002325637,0.00261615,0.0002674535,0.00009481444,0.01182806,0.0003118862,0.7744548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5316612,"threshold_uncertainty_score":0.9421939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609144448169966,"score_gpt":0.2114808937169823,"score_spread":0.1953894492352826,"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."}}