{"id":"W2496830494","doi":"10.1075/lald.46.10pre","title":"Truncation in child L2 acquisition: Evidence from verbless utterances","year":2008,"lang":"en","type":"book-chapter","venue":"Language acquisition & language disorders","topic":"Language Development and Disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Truncation (statistics); Psychology; Computer science; Speech recognition; Linguistics; Philosophy; Machine learning","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003113306,0.001094989,0.001007333,0.0007897579,0.000287684,0.0001360897,0.0008780717,0.0009942068,0.04741016],"category_scores_gemma":[0.00005689838,0.001150202,0.0004600547,0.0003238916,0.0002921991,0.0006330986,0.0001726335,0.0009390712,0.002655307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002866484,"about_ca_system_score_gemma":0.0001132149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003365751,"about_ca_topic_score_gemma":0.003118569,"domain_scores_codex":[0.9952492,0.0001988391,0.001101836,0.00164337,0.0009091316,0.000897693],"domain_scores_gemma":[0.997341,0.0003093782,0.0006418276,0.001390721,0.0001004739,0.0002166191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002747185,0.001226396,0.005807256,0.0005957303,0.001663228,0.009990618,0.6319705,0.0001448377,0.001019396,0.006234326,0.0513822,0.2872183],"study_design_scores_gemma":[0.05762896,0.002389883,0.2770685,0.03046881,0.003179855,0.001535936,0.346053,0.0004765258,0.001983897,0.01896578,0.2258175,0.03443136],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1332462,0.1683318,0.0004284488,0.001396506,0.002418371,0.002017754,0.0007651133,0.0007927132,0.690603],"genre_scores_gemma":[0.809966,0.005529319,0.0005868297,0.005795759,0.001928763,0.0004798691,0.0109314,0.000469264,0.1643128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6767198,"threshold_uncertainty_score":0.9990948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207336826089268,"score_gpt":0.2700855172211453,"score_spread":0.2580121489602527,"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."}}