{"id":"W1041608390","doi":"10.1590/1982-4017-07-03-03","title":"SEMANTIC APPROXIMATIONS AND FLEXIBILITY IN THE DYNAMIC CONSTRUCTION AND “DECONSTRUCTION” OF MEANING","year":2007,"lang":"en","type":"article","venue":"Linguagem em (Dis)curso","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Deconstruction (building); Flexibility (engineering); Meaning (existential); Computer science; Epistemology; Sociology; Mathematics; Engineering; Philosophy; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001142839,0.0001597089,0.0002324192,0.0002127366,0.0001484672,0.00004821331,0.000104597,0.0001379318,0.0001367616],"category_scores_gemma":[0.0001557004,0.0001320729,0.00005510608,0.0003533777,0.000326752,0.0001340309,0.00003097762,0.0002664608,0.000008300535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002438834,"about_ca_system_score_gemma":0.00001729578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001940132,"about_ca_topic_score_gemma":0.000714393,"domain_scores_codex":[0.9985821,0.0001725934,0.0004507659,0.0003658774,0.0001660186,0.0002626028],"domain_scores_gemma":[0.9991232,0.0002631151,0.0001888529,0.0003083495,0.00006667264,0.00004980962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002336503,0.000421383,0.04636221,0.0003261002,0.0002050323,0.00006552474,0.1703709,0.00001492829,0.003008646,0.1622594,0.00003955999,0.6166927],"study_design_scores_gemma":[0.004192695,0.0002722682,0.3923592,0.0002711918,0.0004648501,0.001878842,0.4960705,0.002038101,0.001464095,0.09984899,0.0003119021,0.0008273023],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978013,0.001033943,0.006411819,0.00007598897,0.0004857398,0.0003826973,0.00001575079,0.00005107102,0.01353002],"genre_scores_gemma":[0.99669,0.00003151775,0.002945359,0.00008722601,0.0001002642,0.00001520642,0.00002356634,0.00001409678,0.00009276471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6158653,"threshold_uncertainty_score":0.5385778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535446613436708,"score_gpt":0.3059549945364278,"score_spread":0.2906005284020607,"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."}}