{"id":"W4416495572","doi":"10.1021/bk-2025-1516.ch010","title":"My Mother’s Duet or: How a Fall from a Tree Changed All Perspective and Made Me Realize the Connectivity of a Life’s Work","year":2025,"lang":"en","type":"book-chapter","venue":"ACS symposium series","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medal; Perspective (graphical); Work (physics); Process (computing); Tree (set theory); Culmination","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"],"consensus_categories":[],"category_scores_codex":[0.0001045553,0.0005093908,0.0007650732,0.0001045497,0.0003714341,0.0001855104,0.0004040071,0.0004759294,0.0003781151],"category_scores_gemma":[0.00007830282,0.000323221,0.0001718873,0.00001963902,0.001349945,0.0002054583,0.0002567147,0.0005198095,0.000006935336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007475803,"about_ca_system_score_gemma":0.0001001687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001782675,"about_ca_topic_score_gemma":0.07775154,"domain_scores_codex":[0.9986737,0.00006005985,0.0002490456,0.0005283101,0.0002116957,0.0002771986],"domain_scores_gemma":[0.9985701,0.0002299511,0.0003244575,0.000597864,0.0002182013,0.00005945244],"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":[0.0004764821,0.00003494651,0.00002972679,0.0000751316,0.00106844,0.00001335926,0.1273815,1.175324e-7,0.0002047278,0.827955,0.04258081,0.0001797742],"study_design_scores_gemma":[0.0004865112,0.0003238135,0.00006479266,0.0003270086,0.0005464776,0.000006712888,0.04328274,0.000001005662,0.0001257655,0.08453881,0.8698057,0.0004906842],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003364121,0.009272412,0.000007401609,0.05899585,0.000502219,0.001117568,0.002253329,0.0003959605,0.9240912],"genre_scores_gemma":[0.1049369,0.004160545,0.00003454863,0.001244053,0.0008066177,0.0001181365,0.000100599,0.0000806296,0.888518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8272249,"threshold_uncertainty_score":0.999922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02650036278601928,"score_gpt":0.2162998554126721,"score_spread":0.1897994926266528,"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."}}