{"id":"W4226062757","doi":"10.1075/bct.121.08tro","title":"Second language comprehensibility as a dynamic construct","year":2022,"lang":"en","type":"book-chapter","venue":"Benjamins current topics","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Concordia University","funders":"","keywords":"Construct (python library); Psychology; Task (project management); Cognitive psychology; Linguistics; Computer science","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":[0.001881041,0.0003075548,0.0002906944,0.001005369,0.0002686252,0.001404023,0.0003395919,0.0003018527,0.002301517],"category_scores_gemma":[0.01113163,0.0001749457,0.0002555989,0.0006057667,0.0005452408,0.001008823,0.0009876027,0.0006629128,0.0002432572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692593,"about_ca_system_score_gemma":0.0001511762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006113907,"about_ca_topic_score_gemma":0.0008301289,"domain_scores_codex":[0.9991199,0.0003211439,0.00005051138,0.0001812726,0.0002776143,0.00004954263],"domain_scores_gemma":[0.989626,0.006038248,0.002316848,0.0007464651,0.0009273523,0.0003449655],"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":[0.000856902,0.0003486545,0.7164767,0.0004895729,0.0003124354,0.0007414274,0.05823556,0.001450233,0.08408048,0.001677258,0.001041434,0.1342894],"study_design_scores_gemma":[0.000004441979,0.0003467898,0.9899637,0.00003465309,0.00002164993,0.0002899404,0.003688785,0.0007766593,0.003333492,0.000429927,0.001081301,0.00002869901],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946368,0.0001917757,0.001880352,0.00002867746,0.000005945919,0.00001364806,0.00008212223,0.00002301312,0.003137743],"genre_scores_gemma":[0.9979444,0.00006085488,0.001028864,0.000009429419,0.000004277571,0.0000284496,0.00007223105,0.000009901191,0.0008414994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002301517,"threshold_uncertainty_score":0.009947956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03841999319320992,"score_gpt":0.3127218559295016,"score_spread":0.2743018627362916,"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."}}