{"id":"W2970512796","doi":"10.5539/ijel.v9n5p301","title":"A Critical Study of Coordinated Management of Meaning Theory: A Theory in Practitioners’ Hands","year":2019,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interpersonal communication; Meaning (existential); Communication theory; Conversation; Perspective (graphical); Mediation; Function (biology); Epistemology; Management theory; Relation (database); Sociology; Psychology; Knowledge management; Social psychology; Management science; Computer science; Social science; Communication; Engineering; Psychotherapist; Artificial intelligence","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001048373,0.00009365891,0.0002364557,0.0002719688,0.00002767762,0.00008767409,0.0004952901,0.00002696785,0.0006584399],"category_scores_gemma":[0.008840006,0.00008036657,0.00006890196,0.00005015543,0.0001489,0.0001463424,0.0001004577,0.0002336322,0.000002575268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004828092,"about_ca_system_score_gemma":0.00005245725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002712664,"about_ca_topic_score_gemma":0.00004609126,"domain_scores_codex":[0.9984906,0.0002108324,0.0006638406,0.00008237873,0.0004611371,0.00009124795],"domain_scores_gemma":[0.9884632,0.0007348889,0.0005277737,0.000182025,0.01006504,0.00002710697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002916431,0.0008427622,0.0009320791,0.00003733,0.0003774586,0.00003816721,0.05527841,0.0002054769,0.000004545891,0.9416572,0.0001774686,0.0001574252],"study_design_scores_gemma":[0.005764758,0.001166945,0.001555289,0.00115727,0.0003302328,0.000004227911,0.783146,0.000125513,0.0002128939,0.1796652,0.02658272,0.0002890298],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3669884,0.0001918694,0.0001341431,0.0000331058,0.005046885,0.000184444,0.00002763477,0.000014042,0.6273795],"genre_scores_gemma":[0.9983838,0.00002611801,0.0002700676,0.00002419443,0.0008918148,0.000002462852,0.00000579886,0.00001241032,0.0003833009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.761992,"threshold_uncertainty_score":0.999509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865343178776853,"score_gpt":0.3279457936558379,"score_spread":0.2992923618680693,"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."}}