{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008009669,0.0004432324,0.0002258106,0.001245391,0.01015908,0.007020515,0.0004356717,0.002006359,0.1189185],"category_scores_gemma":[0.002800855,0.0002258569,0.000172216,0.0008047815,0.002527626,0.002884187,0.002479373,0.002601118,0.01783372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002205375,"about_ca_system_score_gemma":0.0008677788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08754312,"about_ca_topic_score_gemma":0.2537867,"domain_scores_codex":[0.9995574,0.0001091565,0.000005462263,0.00004635787,0.0001631464,0.0001184482],"domain_scores_gemma":[0.9988716,0.0003263273,0.00005855074,0.000057697,0.0002140952,0.0004715907],"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":[0.00003640114,0.00001063746,0.000858289,0.00003559863,0.00000289843,0.0004703061,0.01915032,0.00002445925,0.0004417516,0.004972119,0.9522637,0.02173352],"study_design_scores_gemma":[0.000004653705,0.000009794709,0.004011201,0.00007008109,0.000002255593,0.0002907086,0.03816121,0.00004821056,0.0001910689,0.000832303,0.956368,0.00001044307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02824379,0.003701122,0.000528959,0.09768959,0.004631044,0.00002510057,0.0007296919,0.0003711714,0.8640795],"genre_scores_gemma":[0.1283937,0.001696238,0.0003220542,0.007592754,0.0009992605,0.00001658202,0.000260742,0.0002639384,0.8604547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9124569,"threshold_uncertainty_score":0.397822,"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."}}