{"id":"W1551839933","doi":"","title":"COMMUNICATION METHODOLOGY WITH A SOCIAL APPLICATION FOR THE TEACHING OF ENGLISH LANGUAGE IN STATE SCHOOLS","year":2010,"lang":"en","type":"article","venue":"PLURAIS - Revista Multidisciplinar","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; State (computer science); Process (computing); English language; Foundation (evidence); Order (exchange); Mathematics education; Pedagogy; Sociology; Public relations; Psychology; Political science; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01052569,0.0004755843,0.0002755958,0.002762605,0.00441289,0.005231213,0.001034932,0.0009945091,0.008691345],"category_scores_gemma":[0.00834539,0.0001672094,0.000395913,0.002019818,0.006642063,0.002529104,0.004215662,0.0009027747,0.0006189779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004026102,"about_ca_system_score_gemma":0.004063986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902326,"about_ca_topic_score_gemma":0.003116549,"domain_scores_codex":[0.9868233,0.01190923,0.0002285453,0.0002597712,0.000563534,0.0002156213],"domain_scores_gemma":[0.9893638,0.008591303,0.0005557848,0.0005344253,0.0005997453,0.0003550123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009505893,0.0006009164,0.008209679,0.001124912,0.00003344918,0.0008888967,0.2162872,0.000863462,0.002300016,0.4194143,0.007397822,0.3427842],"study_design_scores_gemma":[0.0001281372,0.001291074,0.01900695,0.001709435,0.00009631011,0.001307466,0.3434352,0.006408061,0.003775199,0.1568154,0.4659511,0.0000757822],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.3108513,0.005552912,0.3093935,0.01769879,0.001052112,0.001584837,0.0001492075,0.0005645779,0.3531528],"genre_scores_gemma":[0.879337,0.001628895,0.0969753,0.0005106967,0.0002285111,0.002118543,0.00004551887,0.00009237183,0.01906307],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01052569,"threshold_uncertainty_score":0.05566585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04321797502454805,"score_gpt":0.3345067414279674,"score_spread":0.2912887664034194,"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."}}