{"id":"W3213706899","doi":"10.1515/css-2021-2032","title":"Editorial: What is semiotics but a series of modeling","year":2021,"lang":"en","type":"editorial","venue":"Chinese Semiotic Studies","topic":"Language and cultural evolution","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Semiotics; Biosemiotics; Semiotics of culture; Visual semiotics; Semiosis; Social semiotics; Sociology; Epistemology; Linguistics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008728798,0.0004679259,0.001193426,0.00007865069,0.000739583,0.0002250804,0.0004652648,0.001004772,0.0000601651],"category_scores_gemma":[0.01116544,0.0003451095,0.0003563191,0.0005330882,0.0004582164,0.0008181151,0.0003415946,0.0006558624,0.00001509427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003407858,"about_ca_system_score_gemma":0.0007585553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001815401,"about_ca_topic_score_gemma":0.00206625,"domain_scores_codex":[0.9962266,0.0002635358,0.0006448745,0.0005579129,0.001809533,0.0004975109],"domain_scores_gemma":[0.995455,0.0009980364,0.0003725101,0.0004208361,0.002640213,0.0001134656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001918643,0.00003181786,0.0000168642,0.0003890849,0.0003896929,0.000007932031,0.06391349,0.0000738685,0.00003284782,0.00005526888,0.9348391,0.0002308172],"study_design_scores_gemma":[0.0003813977,0.00006197792,0.000001373183,0.001983329,0.000397143,7.671258e-7,0.2045882,0.00009631625,0.00003700292,0.003234611,0.788555,0.0006628321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002079703,0.07565026,0.00001144882,0.0006336772,0.9205753,0.0002238755,0.00007468195,0.00009431333,0.0006568019],"genre_scores_gemma":[0.0015,0.100429,0.0001327006,0.000041942,0.8914582,0.00001381948,0.0001131885,0.00003706135,0.006274085],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1462841,"threshold_uncertainty_score":0.9999001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122348184764017,"score_gpt":0.33985333902575,"score_spread":0.3186298571781099,"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."}}