{"id":"W2101762660","doi":"10.1017/s0272263112000150","title":"DECONSTRUCTING COMPREHENSIBILITY","year":2012,"lang":"en","type":"article","venue":"Studies in Second Language Acquisition","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":305,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Psychology; Linguistics; Fluency; Pronunciation; Language proficiency; First language","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005989742,0.0001038537,0.0001996122,0.0001064914,0.00008387564,0.000006580215,0.00009936199,0.00008560392,0.007837513],"category_scores_gemma":[0.00005997718,0.00009754601,0.00003878006,0.0001622608,0.000238803,0.00009257031,0.0001140862,0.0002225693,0.0002857298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006527192,"about_ca_system_score_gemma":0.000006526264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007306736,"about_ca_topic_score_gemma":0.0001431558,"domain_scores_codex":[0.9988408,0.0002004583,0.0002184339,0.0002041665,0.00007991394,0.0004562009],"domain_scores_gemma":[0.999282,0.0002836636,0.00005098285,0.0002872896,0.00004169071,0.00005437251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002102086,0.000502078,0.3951611,0.0001706073,0.0004746302,0.0001481762,0.5295792,0.000001910791,0.01720155,0.004352558,0.007559303,0.04463873],"study_design_scores_gemma":[0.00103788,0.00007577792,0.8894076,0.00002981226,0.00001347349,0.0001318726,0.1045756,0.000006519158,0.002169761,0.001552532,0.000764145,0.0002349915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954122,0.02206057,0.00001081778,0.00003847036,0.001329899,0.0001388204,0.0000154576,0.00003316648,0.02225077],"genre_scores_gemma":[0.9985561,0.00002326934,0.0002288708,0.0003775372,0.0003057394,0.00003707722,0.00001208293,0.000009918216,0.0004494037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4942465,"threshold_uncertainty_score":0.9930695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08280571269649538,"score_gpt":0.4455188807632038,"score_spread":0.3627131680667084,"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."}}