{"id":"W7002330071","doi":"","title":"Non-take-up of benefits at the start of the COVID-19 pandemic","year":2021,"lang":"en","type":"book","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Surprise; Quarter (Canadian coin); Government (linguistics); Coronavirus disease 2019 (COVID-19); Mindset; Psychological intervention; Conditionality; Process (computing)","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"],"consensus_categories":[],"category_scores_codex":[0.0002641391,0.000357828,0.0007021758,0.0002775184,0.0006924891,0.000005586463,0.001398977,0.0003993707,0.0002633393],"category_scores_gemma":[0.00003165788,0.0003808163,0.0006475002,0.0003651093,0.00206411,0.0002587643,0.001000985,0.0004146095,0.000007227827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495501,"about_ca_system_score_gemma":0.001603593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161822,"about_ca_topic_score_gemma":0.001598373,"domain_scores_codex":[0.9979878,0.00005712173,0.0003879928,0.0003985025,0.0008972734,0.0002712736],"domain_scores_gemma":[0.9977047,0.0001760145,0.0006698466,0.0009083853,0.0003890523,0.0001519392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006189437,0.0001935169,0.008979851,0.003067227,0.002791895,0.0002172291,0.004125279,0.8260727,0.00377026,0.0335026,0.1157651,0.0008954607],"study_design_scores_gemma":[0.003229608,0.0001951954,0.01727669,0.00132402,0.001455937,0.0001344407,0.00547556,0.002509731,0.001717637,0.0003631295,0.9653839,0.0009340701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5443252,0.002620013,0.006200914,0.0003449855,0.003778663,0.001239536,0.001472186,0.0002226689,0.4397958],"genre_scores_gemma":[0.5319073,0.003498345,0.001115085,0.00009987986,0.0002159951,4.094858e-7,0.0006060796,0.00008484951,0.4624721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8496189,"threshold_uncertainty_score":0.9998644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972277769609035,"score_gpt":0.1722157477102974,"score_spread":0.1524929700142071,"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."}}