{"id":"W7029881828","doi":"","title":"Light Night 2020: 'aplaceforeverythingand'","year":2020,"lang":"en","type":"other","venue":"Liverpool John Moores University","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Quarter (Canadian coin); Snow; Diversity (politics); Victorian era; Range (aeronautics); Set (abstract data type)","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":["insufficient_payload"],"category_scores_codex":[0.00005646753,0.0004349041,0.0005347606,0.0002769789,0.0007049964,0.00005989472,0.0006145376,0.0003235717,0.02316402],"category_scores_gemma":[0.00001299209,0.0004415231,0.000334901,0.00008122595,0.0003947963,0.0001155433,0.0001925029,0.0005756197,0.001218604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002136127,"about_ca_system_score_gemma":0.0001504383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002539227,"about_ca_topic_score_gemma":0.008506282,"domain_scores_codex":[0.9984614,0.000165581,0.0001493447,0.0005318535,0.0003361233,0.0003557127],"domain_scores_gemma":[0.9991203,0.00004885471,0.0002374741,0.0003249613,0.00004031046,0.0002281105],"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":[0.00007577724,0.00003824095,0.00001483012,0.00009724167,0.0002113217,0.0003440943,0.03483806,5.963059e-7,0.000004613628,0.04609977,0.9178269,0.0004485802],"study_design_scores_gemma":[0.0003911521,0.00008081662,0.00001580188,0.0001056486,0.0001753607,0.000002017709,0.00206596,0.000008158895,0.000003894215,0.0003191997,0.9962971,0.0005349374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005835784,0.001056567,0.000110021,0.0004334986,0.001278509,0.0003413991,0.0003617471,0.0006162839,0.9957436],"genre_scores_gemma":[0.002270587,0.0006156453,0.0001731364,0.0004530596,0.00305887,7.97893e-7,0.00009523512,0.0002618441,0.9930708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07847019,"threshold_uncertainty_score":0.9998037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008634265220654988,"score_gpt":0.1609545671915242,"score_spread":0.1523203019708692,"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."}}