{"id":"W7065231912","doi":"","title":"Dying. Using a public event series as a research tool to open communication on death and dying","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Research Chairs","keywords":"Citizen journalism; Public engagement; Participatory action research; Variety (cybernetics); Event (particle physics); Public health; Work (physics); Community engagement; Community-based participatory research","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001369429,0.0003980421,0.0006517331,0.001611222,0.003235988,0.001589194,0.004580394,0.0002754378,0.0000937872],"category_scores_gemma":[0.00003891809,0.0004790004,0.0001462783,0.002446734,0.0006764176,0.001302081,0.005091191,0.00170543,0.0001478024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009792473,"about_ca_system_score_gemma":0.001382675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04932738,"about_ca_topic_score_gemma":0.001060359,"domain_scores_codex":[0.9945562,0.002041238,0.0002231021,0.00122297,0.001041492,0.0009149204],"domain_scores_gemma":[0.9971699,0.000179134,0.0002162892,0.001353006,0.0004573892,0.0006243181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000639778,0.0002317681,0.002357889,0.00004335817,0.000546988,0.000294723,0.0008098313,0.00002162806,0.001057599,0.9796997,0.01358623,0.000710563],"study_design_scores_gemma":[0.001379315,0.0006552902,0.0002693547,0.0008748798,0.0001699329,0.000007228215,0.01530281,0.0003439853,0.0007674719,0.000390762,0.9790456,0.0007933749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01144732,0.00007073896,0.0004329775,0.001707116,0.0000505259,0.002026828,0.00005919732,0.0000584946,0.9841468],"genre_scores_gemma":[0.119931,0.0002171412,0.002333078,0.00005342548,0.0001807884,0.000004340047,0.0001108803,0.0001687879,0.8770006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9793089,"threshold_uncertainty_score":0.9997662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136955806750095,"score_gpt":0.3711872529342323,"score_spread":0.2574916722592228,"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."}}