{"id":"W2144863113","doi":"10.5539/elt.v2n2p75","title":"Probe into the Internal Mechanism of Interlanguage Fossilization","year":2009,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fossilization; Interlanguage; Psychology; Linguistics; Perspective (graphical); Cognition; Second-language acquisition; Foreign language; Phenomenon; Mechanism (biology); Computer science; Artificial intelligence; Epistemology; Mathematics education; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009016173,0.0001846316,0.0002068432,0.0001366723,0.0004085879,0.0002317411,0.0004013278,0.00005101698,0.001079354],"category_scores_gemma":[0.0007488881,0.0001258909,0.0001252103,0.00003716688,0.00007942549,0.0003079734,0.00005407592,0.0007464036,0.00001292052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003749417,"about_ca_system_score_gemma":0.00001452572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001985434,"about_ca_topic_score_gemma":0.0007181891,"domain_scores_codex":[0.998702,0.0002760737,0.0003219148,0.0002276156,0.0002320067,0.0002403881],"domain_scores_gemma":[0.99923,0.0001426084,0.0001943417,0.0003399386,0.00004676883,0.00004631973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000880925,0.00003930867,0.00001825832,0.00001333132,0.00001985452,0.00001158311,0.7122643,0.000006393161,0.001723774,0.1889369,0.0000987766,0.09685875],"study_design_scores_gemma":[0.0006062512,0.0002824385,0.00004576657,0.0002648829,0.0000604081,0.00001087963,0.978299,0.000917052,0.004156123,0.002520305,0.01246309,0.0003737615],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8800498,0.000868572,0.004085284,0.0001719637,0.0006464433,0.0001656337,0.000003876737,0.0003069784,0.1137015],"genre_scores_gemma":[0.9931254,0.000001769406,0.0005733883,0.000625685,0.001440114,0.000006168101,0.00002609694,0.00002427095,0.004177106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2660348,"threshold_uncertainty_score":0.9998338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008064396587358212,"score_gpt":0.2321736520589283,"score_spread":0.2241092554715701,"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."}}