{"id":"W3041963811","doi":"10.1075/jslp.20003.tro","title":"Second language comprehensibility as a dynamic construct","year":2020,"lang":"en","type":"article","venue":"Journal of Second Language Pronunciation","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Concordia University","funders":"","keywords":"Construct (python library); Psychology; Task (project management); Cognitive psychology; Construct validity; Linguistics; Computer science; Developmental psychology; Psychometrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002918564,0.0003688237,0.0003481448,0.001152556,0.0003317366,0.00145834,0.0003323548,0.0003623929,0.001757031],"category_scores_gemma":[0.01877672,0.000230625,0.0003515636,0.0005531526,0.0005449057,0.0009308844,0.00109972,0.0006476541,0.000197691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665173,"about_ca_system_score_gemma":0.0001626156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007214411,"about_ca_topic_score_gemma":0.0009498156,"domain_scores_codex":[0.9985032,0.0004946617,0.0001278796,0.0003092146,0.0004706967,0.00009441149],"domain_scores_gemma":[0.9838603,0.008146339,0.004295453,0.001261465,0.001801574,0.0006348199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00095478,0.000288261,0.834303,0.0003347006,0.0003897746,0.0005122733,0.03581007,0.0009537065,0.07704415,0.0005099429,0.0003097621,0.0485896],"study_design_scores_gemma":[0.000005366691,0.0003520177,0.9929087,0.00001644169,0.0000224971,0.000186561,0.002781552,0.0006036978,0.002588493,0.0001524973,0.000357042,0.00002524523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977351,0.00006257024,0.001111139,0.00001050678,0.000003314868,0.00001304321,0.00004866116,0.00001361028,0.001002077],"genre_scores_gemma":[0.9989228,0.00002144512,0.0006993741,0.000005389634,0.000002843194,0.00002465666,0.00005775088,0.000005846989,0.0002598429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002918564,"threshold_uncertainty_score":0.01543504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01910941914764838,"score_gpt":0.2837810947931909,"score_spread":0.2646716756455425,"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."}}