{"id":"W4379616632","doi":"10.1353/mos.2021.0006","title":"Malabouian Plasticity Beyond Surfaces","year":2021,"lang":"en","type":"article","venue":"Mosaic","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TRACE (psycholinguistics); Plasticity; The arts; Plastic arts; Aesthetics; Epistemology; Cognitive science; Philosophy; Visual arts; Psychology; Art; Linguistics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00001165038,0.00005476737,0.00007480681,0.00001544478,0.00002993729,0.00002842591,0.00003300977,0.00002706085,0.0007430044],"category_scores_gemma":[0.00001135054,0.00004959578,0.0000268504,0.0001717462,0.000006655743,0.0000488422,0.000009973256,0.00004127776,0.00003989027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001470266,"about_ca_system_score_gemma":0.000004671386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006453495,"about_ca_topic_score_gemma":0.00003482001,"domain_scores_codex":[0.9996954,0.000006195244,0.00007326344,0.00007380506,0.00006255991,0.00008879694],"domain_scores_gemma":[0.9998687,0.0000124917,0.000006723699,0.00005904892,0.00002458598,0.00002847412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[9.27149e-7,0.000004072213,0.004304331,0.00002123234,0.00004562754,0.00001362341,0.00007333737,0.9756927,0.01324845,0.0004695177,0.003197944,0.002928202],"study_design_scores_gemma":[0.0001930068,0.000007351082,0.05016899,0.00001044963,0.00004592333,0.000007018218,0.0000664982,0.8741519,0.06501747,0.0006394493,0.00945194,0.000240036],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926603,0.0003236793,0.0026918,0.00007213323,0.000175108,0.00001572858,0.0000132536,0.0001103912,0.003937573],"genre_scores_gemma":[0.9975868,0.00004847441,0.001679898,0.00003644625,0.00004092056,0.000001037046,0.00004429149,0.000007869905,0.0005542301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015409,"threshold_uncertainty_score":0.8135377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005139630148188333,"score_gpt":0.1811434591386506,"score_spread":0.1760038289904623,"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."}}