{"id":"W4414775527","doi":"10.54414/hfnk7322","title":"THE ESSENCE AND CONTENT OF THE ADAPTATION PHENOMENON","year":2025,"lang":"en","type":"article","venue":"Scientific Bulletin","topic":"Shakespeare, Adaptation, and Literary Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Process (computing); Organism; Phenomenon; Assimilation (phonology)","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":[],"consensus_categories":[],"category_scores_codex":[0.003180563,0.0004063449,0.0005141498,0.001845927,0.002720195,0.006394183,0.001173925,0.003020889,0.004571646],"category_scores_gemma":[0.008604773,0.0002747301,0.0006329083,0.001679206,0.02424646,0.008320809,0.005376901,0.003858135,0.0007013762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386776,"about_ca_system_score_gemma":0.001648587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007257742,"about_ca_topic_score_gemma":0.0003249819,"domain_scores_codex":[0.9956114,0.002119403,0.0001899578,0.0006973409,0.0009657348,0.0004160908],"domain_scores_gemma":[0.9954169,0.002840543,0.0004568562,0.000602122,0.0004423722,0.0002412768],"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":[0.00001867119,0.00002712552,0.00129918,0.0001180429,0.000009671517,0.0002333838,0.01583135,0.0001276697,0.0006710626,0.9664534,0.001470135,0.01374032],"study_design_scores_gemma":[0.00002306326,0.00007037979,0.009019901,0.0005426313,0.00003592396,0.001301017,0.01809038,0.001105192,0.0008562435,0.8015397,0.1673698,0.00004558193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1063377,0.01193923,0.09126955,0.0426825,0.002232641,0.0003084976,0.0002011035,0.0003286781,0.7447002],"genre_scores_gemma":[0.9688163,0.002888001,0.01082356,0.002942066,0.0007739298,0.0003057449,0.00007975802,0.0001359325,0.0132347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.006394183,"threshold_uncertainty_score":0.01731735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03977299338886648,"score_gpt":0.2104579384602518,"score_spread":0.1706849450713854,"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."}}