{"id":"W2001620950","doi":"10.5539/elt.v2n3p120","title":"A Study on CPH and Debate Summary in FLL","year":2009,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Language Development and Disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confusion; Psychology; Foreign language; First language; Language acquisition; Foundation (evidence); Epistemology; Social psychology; Cognitive psychology; Linguistics; Mathematics education; Psychoanalysis; Philosophy; Law; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004084236,0.0002729209,0.0004514126,0.002782047,0.01153965,0.005117139,0.001104148,0.00304343,0.008581586],"category_scores_gemma":[0.01535082,0.0003622119,0.000430662,0.002178604,0.005921223,0.005785507,0.004412957,0.004448473,0.000874699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0061025,"about_ca_system_score_gemma":0.003011965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009105214,"about_ca_topic_score_gemma":0.006995835,"domain_scores_codex":[0.9964054,0.001947739,0.0001905726,0.0003032502,0.0005076302,0.0006454637],"domain_scores_gemma":[0.9915857,0.004375889,0.001577305,0.0003423287,0.0008012163,0.001317519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007057057,0.0003942322,0.02840928,0.0001367391,0.000006825353,0.002012545,0.9361457,0.0000181405,0.0002500844,0.01442402,0.003898576,0.01423337],"study_design_scores_gemma":[0.00001814945,0.000126886,0.02232444,0.0001115271,0.000008701586,0.0007120961,0.9279888,0.00009212799,0.0002477829,0.00157357,0.04676991,0.00002591991],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785109,0.0007713094,0.000242942,0.004385705,0.00009111507,0.00008834688,0.00008152856,0.000009523399,0.01581872],"genre_scores_gemma":[0.9891943,0.0006639023,0.0001290871,0.001782334,0.00008938532,0.00008610757,0.00005289495,0.00001055656,0.007991517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01153965,"threshold_uncertainty_score":0.04427695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191446580296721,"score_gpt":0.3055461227528389,"score_spread":0.2936316569498717,"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."}}