{"id":"W3035939295","doi":"10.46538/hlj.15.3.1","title":"Motion Lexicalization in Chinese among Heritage Language Children in Canada","year":2018,"lang":"en","type":"article","venue":"Heritage Language Journal","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Heritage language; Mandarin Chinese; Attrition; Psychology; Lexicalization; Linguistics; Motion (physics); First language; Developmental psychology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[],"category_scores_codex":[0.0006047673,0.0002889139,0.0003673395,0.0003214152,0.0001201953,0.00009438715,0.0003018018,0.0001788803,0.006036626],"category_scores_gemma":[0.0001555993,0.0002541163,0.00009423665,0.0006907791,0.0000804766,0.0003553758,0.00004628922,0.0006766821,0.00009496023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004407197,"about_ca_system_score_gemma":0.0001783475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5934042,"about_ca_topic_score_gemma":0.9370756,"domain_scores_codex":[0.9975002,0.0004609868,0.0006303898,0.0003858701,0.0003983566,0.0006241407],"domain_scores_gemma":[0.9990966,0.00005375396,0.0002325784,0.0003542328,0.00007201953,0.0001908491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001773653,0.0003239047,0.9107371,0.0000237378,0.00007569233,0.003511183,0.05211155,0.00001540478,0.002899684,0.000123979,0.001205362,0.02879502],"study_design_scores_gemma":[0.001978919,0.00008568724,0.9677913,0.00008705483,0.00001913973,0.0004117829,0.02868198,0.0001527821,0.0002651672,0.0001433342,0.0000446571,0.0003382067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871175,0.001892974,0.0004911281,0.0001016524,0.0008896638,0.0003020302,0.00003464456,0.00005078135,0.009119683],"genre_scores_gemma":[0.9967584,0.00002576522,0.0001718268,0.0007411532,0.001202467,0.00002308742,0.00009444009,0.00005604342,0.0009268148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3436714,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006919340897488827,"score_gpt":0.2621319799840462,"score_spread":0.2552126390865574,"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."}}