{"id":"W2806516161","doi":"10.3968/10356","title":"On the Role of “Fuzzy Language” in Cultivating “Core Accomplishment”: Based on the Cross-Cultural Communication","year":2018,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Innovative Educational Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beauty; Humanism; Core competency; Fuzzy logic; Taste; Aesthetics; Psychology; Sociology; Engineering ethics; Computer science; Engineering; Artificial intelligence; Political science; Business; Philosophy; Marketing","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002742054,0.0002078743,0.0001834565,0.0000823251,0.002673789,0.0006433057,0.002275624,0.0001514012,0.0002533144],"category_scores_gemma":[0.00407655,0.0001234046,0.00009407174,0.0009740504,0.00375668,0.0008442086,0.0002546444,0.000631106,0.000051371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004336201,"about_ca_system_score_gemma":0.0001194479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002975658,"about_ca_topic_score_gemma":0.0009110319,"domain_scores_codex":[0.9974183,0.0009248547,0.0005269995,0.0002434294,0.0005724766,0.0003139378],"domain_scores_gemma":[0.9940189,0.002023746,0.0005430283,0.001437051,0.001941196,0.00003609318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00008672159,0.0002401038,0.02950693,0.000007682406,0.00001734726,8.872025e-8,0.0529117,0.00003998059,0.01402769,0.8961472,0.003305228,0.003709359],"study_design_scores_gemma":[0.001265698,0.0003707634,0.4206396,0.001282636,0.00002639432,0.000001804381,0.1768514,0.001955337,0.1411759,0.1885543,0.06676761,0.001108626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8639132,0.0001138411,0.000003672925,0.00780186,0.00006315092,0.0006707548,0.00001661424,0.0001066711,0.1273102],"genre_scores_gemma":[0.99678,0.00003365263,0.001038212,0.001222756,0.000128382,0.0002282599,0.0001647974,0.00001706662,0.0003868192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7075929,"threshold_uncertainty_score":0.9989545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06431695259365916,"score_gpt":0.4384390034839771,"score_spread":0.3741220508903179,"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."}}