{"id":"W4385490849","doi":"10.7202/1102388ar","title":"Letters to a Pine","year":2023,"lang":"en","type":"article","venue":"Performance Matters","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Tree (set theory); Computer science; Visual arts; Epistemology; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001183964,0.0000732356,0.00007957769,0.0001361717,0.0002416083,0.00007264165,0.0001208838,0.000006684632,0.003250519],"category_scores_gemma":[0.000007086626,0.00006010893,0.00002458639,0.00008321718,0.0001071007,0.0001124987,0.00006015485,0.0000578103,0.01236575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002240008,"about_ca_system_score_gemma":0.000007372035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004994618,"about_ca_topic_score_gemma":0.00002143256,"domain_scores_codex":[0.9993121,0.00001027911,0.00009036659,0.0001213315,0.0001719032,0.000293988],"domain_scores_gemma":[0.9997492,0.00002512708,0.00001258251,0.0001156909,0.00002448436,0.00007288111],"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":[0.00003695503,0.00001689526,0.003754519,0.00008142841,0.00002503062,0.00001300385,0.01458471,0.0001336162,0.001174446,0.017617,0.9489663,0.01359606],"study_design_scores_gemma":[0.0001751587,0.00008508167,0.01395588,0.00004171857,0.00000511459,0.000001492434,0.003801725,0.001356793,0.0003237323,0.00002893729,0.9800391,0.0001852852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9024258,0.000004389068,0.0001195667,0.02375771,0.0001198241,0.0001286776,0.00001207038,0.0001751323,0.07325679],"genre_scores_gemma":[0.9696901,0.00001112572,0.00002849933,0.007228982,0.0002751548,0.00004952454,0.00001122223,0.00001420476,0.02269114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06726431,"threshold_uncertainty_score":0.9976606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04457279286325755,"score_gpt":0.272218181973133,"score_spread":0.2276453891098755,"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."}}