{"id":"W1784826221","doi":"10.3968/7030","title":"Meme Theory and Chinese-Writing Teaching in TCFL","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Memetics; Pragmatics; Linguistics; Computer science; Field (mathematics); Context (archaeology); Assimilation (phonology); Process (computing); Mathematics education; Sociology; Psychology; Artificial intelligence; History; Philosophy; Mathematics","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":[0.002747165,0.00004298373,0.00006756288,0.00006335033,0.0004630149,0.00005524488,0.0001603144,0.00003741754,0.0000608183],"category_scores_gemma":[0.000383476,0.00003566964,0.00001345325,0.0004955117,0.0005506439,0.0005507884,0.00003112566,0.00007685965,0.000003781396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001482967,"about_ca_system_score_gemma":0.0004383602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001548644,"about_ca_topic_score_gemma":0.00009999677,"domain_scores_codex":[0.9990768,0.0001796688,0.0001137357,0.000128916,0.0003386053,0.0001622397],"domain_scores_gemma":[0.9996648,0.00004657073,0.00006973834,0.00004092506,0.00009605473,0.00008195263],"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":[0.000003153485,0.00003658373,0.01439798,0.000002762037,5.357266e-7,8.651986e-8,0.1033649,2.12859e-7,0.001168949,0.8755161,0.0002425688,0.005266124],"study_design_scores_gemma":[0.000174917,0.0000156144,0.8151013,0.00002648323,0.000004414524,4.651051e-7,0.1113743,0.000002309094,0.00005369006,0.0547622,0.01834605,0.0001382386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7030354,0.0001883874,0.000003584935,0.0007798959,0.0003119226,0.00006074666,3.36426e-7,0.00001504226,0.2956047],"genre_scores_gemma":[0.9954399,0.000004171406,0.0001579704,0.0001918302,0.0003956321,0.000005189251,9.115608e-7,0.000001984662,0.003802379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8207539,"threshold_uncertainty_score":0.3561183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078291345207629,"score_gpt":0.3769772781130433,"score_spread":0.356194364660967,"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."}}