{"id":"W2312200570","doi":"10.1515/lincu-2015-0013","title":"Adaptation, the Paramount Communication Strategy","year":2014,"lang":"en","type":"article","venue":"Linguaculture","topic":"Shakespeare, Adaptation, and Literary Criticism","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Adaptation (eye); Epistemology; Sociology; Hybridity; Ideology; Perspective (graphical); Interpretation (philosophy); Politics; Linguistics; Computer science; Political science; Psychology; Artificial intelligence; Anthropology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01303937,0.0006584552,0.0004391971,0.001465645,0.006966054,0.01160084,0.001275519,0.003227431,0.004844085],"category_scores_gemma":[0.01515008,0.0002624604,0.0003219496,0.00158449,0.04035145,0.009763727,0.007452861,0.004210317,0.001174166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004512594,"about_ca_system_score_gemma":0.004297059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212142,"about_ca_topic_score_gemma":0.0006698603,"domain_scores_codex":[0.9803413,0.01523316,0.0004738376,0.001416787,0.001731897,0.0008029567],"domain_scores_gemma":[0.9867868,0.007133478,0.0009878054,0.002294841,0.001987425,0.0008095602],"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":[0.00003225089,0.00002054507,0.0007336644,0.00008242232,0.00001047649,0.0002469388,0.0449502,0.0002198092,0.0005618887,0.9307452,0.003463086,0.01893357],"study_design_scores_gemma":[0.00003441736,0.0001046494,0.001720645,0.0004277494,0.00002458347,0.000648333,0.05206006,0.001621793,0.001551784,0.7069167,0.2348471,0.00004218471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.09969047,0.00476764,0.09514682,0.06336473,0.001301651,0.0002239929,0.00006457447,0.0002950004,0.7351452],"genre_scores_gemma":[0.9772102,0.0005763667,0.004813923,0.001494406,0.0002633969,0.00009990396,0.00001752572,0.00007717609,0.01544718],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01303937,"threshold_uncertainty_score":0.06895959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03652924530155654,"score_gpt":0.2386402920646277,"score_spread":0.2021110467630711,"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."}}