{"id":"W6981018526","doi":"","title":"The design of communities in Waterford: does the ‘place’ promote health and wellbeing","year":2019,"lang":"en","type":"other","venue":"SETU Waterford Libraries - Open Access Repository","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Realm; Quarter (Canadian coin); Public housing; Doors; Public park; Neighbourhood (mathematics); Pedestrian","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005919532,0.0004449808,0.0008832695,0.0001924282,0.0005223022,0.001420434,0.001548595,0.0002508251,0.00009865434],"category_scores_gemma":[0.00001392109,0.0002009901,0.00007352496,0.0001343848,0.0004755864,0.0008858391,0.001755961,0.0004797287,0.000007651819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005490418,"about_ca_system_score_gemma":0.0005463152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880414,"about_ca_topic_score_gemma":0.0005821328,"domain_scores_codex":[0.9976046,0.0005817144,0.0006406446,0.0003619202,0.0003048548,0.0005062649],"domain_scores_gemma":[0.9979047,0.0002650735,0.0005269937,0.001147343,0.00002924708,0.0001266147],"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":[0.01689433,0.001797239,0.1350259,0.0179125,0.004280108,0.0006914869,0.07622292,0.00005848481,0.002283919,0.01571645,0.54005,0.1890667],"study_design_scores_gemma":[0.005198829,0.00343911,0.0003513886,0.007579883,0.0002232399,0.0001713505,0.007078529,0.0001582296,0.025212,0.001376959,0.9484772,0.0007332935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1400052,0.07222594,0.0001469443,0.01351574,0.008800153,0.04765168,0.0003021354,0.0006887383,0.7166635],"genre_scores_gemma":[0.04701586,0.005573781,0.001319226,0.0005405314,0.0003288212,0.0004994118,0.0003371618,0.0005600522,0.9438252],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4084272,"threshold_uncertainty_score":0.9996162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225298086080364,"score_gpt":0.3025605625934681,"score_spread":0.2703075817326644,"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."}}