{"id":"W7029019073","doi":"","title":"Hear how a Halifax artist is recognizing community heroes","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"NOMINATE; Portrait; Multidisciplinary approach","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000760528,0.0002149419,0.0003673114,0.00008692681,0.0006218427,0.0001855996,0.0004659441,0.0002852089,0.8554666],"category_scores_gemma":[0.0005342713,0.0002264738,0.0002149115,0.00002385699,0.0003773902,4.366014e-7,0.0001115239,0.0005239109,0.004493664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103785,"about_ca_system_score_gemma":0.0001252275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08962005,"about_ca_topic_score_gemma":0.04836385,"domain_scores_codex":[0.9977997,0.0006548305,0.0004054114,0.0001358751,0.0006527934,0.0003514176],"domain_scores_gemma":[0.9986039,0.0002431343,0.000440254,0.000342299,0.0001355947,0.0002348378],"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":[0.00001059795,0.00005324444,0.000005756575,0.0001043446,0.00006569659,0.000004275044,0.002167719,0.000001840473,1.933843e-8,0.0008147953,0.995813,0.0009586789],"study_design_scores_gemma":[0.0001534521,0.00006440777,0.000003321454,0.00004144956,0.00005237067,0.000005970629,0.006631942,0.000003756553,8.450031e-7,0.00006579451,0.9927414,0.0002352621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003033879,0.00009525313,4.006794e-7,0.007278125,0.0001620926,0.000230464,0.0004362456,0.0001814316,0.9915857],"genre_scores_gemma":[0.002406864,0.0001753545,0.0003093442,0.001830133,0.0001955673,0.0000175675,0.000322003,0.00005346584,0.9946897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.850973,"threshold_uncertainty_score":0.9962814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829461455763493,"score_gpt":0.2415583471779377,"score_spread":0.2232637326203028,"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."}}