{"id":"W2043038880","doi":"10.1017/s1366728911000290","title":"Concurrent models and cross-linguistic analogies in the study of prepositional stranding in French in Canada","year":2011,"lang":"en","type":"article","venue":"Bilingualism Language and Cognition","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Analogy; Linguistics; Complement (music); Alternation (linguistics); French; History; Philosophy; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000570366,0.00005304837,0.0001057937,0.00008453694,0.00005832992,0.00001747329,0.00005697838,0.0000333311,0.00002492483],"category_scores_gemma":[0.0004320012,0.00004437675,0.000006863246,0.00013418,0.00007002652,0.00003999986,0.00001327409,0.00008198567,6.920401e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004134717,"about_ca_system_score_gemma":0.0002329073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.89942,"about_ca_topic_score_gemma":0.9741338,"domain_scores_codex":[0.9991674,0.0002064909,0.0002276035,0.000133257,0.0001489516,0.0001162884],"domain_scores_gemma":[0.9996246,0.0001953857,0.00006099697,0.00004505269,0.00005408993,0.00001991628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002000676,0.0002551122,0.1530205,0.00002411325,0.000007031644,0.0002566617,0.8318329,0.00002925797,0.00003332754,0.01225557,0.000002051627,0.002263435],"study_design_scores_gemma":[0.002127936,0.000105212,0.5862476,0.00007918206,0.00002626207,0.000007684514,0.3949198,0.0007067945,0.00004946582,0.01556885,0.000007871028,0.0001533299],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952807,0.0001979384,0.00002193007,0.00001571452,0.00008538742,0.0002580865,0.00001128005,0.000003968725,0.004125036],"genre_scores_gemma":[0.9998097,0.00002538426,0.00002088335,0.00007202304,0.00003660686,0.00001756317,0.00001123512,0.000002037697,0.000004588522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4369132,"threshold_uncertainty_score":0.1809631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06694276509017338,"score_gpt":0.3410125691901377,"score_spread":0.2740698040999643,"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."}}