{"id":"W4387305501","doi":"10.1007/978-3-031-41348-3_11","title":"Guerrico","year":2023,"lang":"en","type":"book-chapter","venue":"IMISCOE research series","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Humber Polytechnic; University of Guelph-Humber","funders":"","keywords":"Beauty; History; Media studies; Genealogy; Sociology; Gender studies; Art; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"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":[0.001445029,0.0004060518,0.0005034123,0.0005919609,0.0004462696,0.00009950667,0.0005960137,0.0005486212,0.009975263],"category_scores_gemma":[0.00005508337,0.0003809709,0.0001806543,0.0001410293,0.0007002191,0.0001177952,0.0004476518,0.001559059,0.02359154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002648061,"about_ca_system_score_gemma":0.0003268126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171843,"about_ca_topic_score_gemma":0.001065214,"domain_scores_codex":[0.9959637,0.00018214,0.000487737,0.0008408194,0.001213581,0.001312022],"domain_scores_gemma":[0.997779,0.0003205809,0.0001264561,0.001085529,0.000249907,0.0004385299],"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":[0.0001920711,0.00004944631,0.00002705732,0.0003954415,0.0001591246,0.0004135134,0.001154062,6.666314e-8,0.00002591953,0.7039756,0.2861918,0.007415893],"study_design_scores_gemma":[0.0004188658,0.0007640436,0.0006177661,0.0004582361,0.00001889107,0.00004107862,0.00140616,1.775517e-7,0.00006573713,0.08324312,0.9125938,0.0003721335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000232717,0.00126948,0.000002059828,0.001590284,0.00198842,0.0009188029,0.0002990803,0.0002646374,0.9934345],"genre_scores_gemma":[0.001723852,0.002861919,0.00003683137,0.0001666955,0.0009814425,0.0001990029,0.0002852557,0.0002155428,0.9935294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.626402,"threshold_uncertainty_score":0.9998642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2222807137736756,"score_gpt":0.4737484395109061,"score_spread":0.2514677257372305,"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."}}