{"id":"W2110413397","doi":"10.3968/j.css.1923669720070302.015","title":"How to Learn Spanish","year":2010,"lang":"en","type":"article","venue":"Canadian social science","topic":"Spanish Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Foreign language; Linguistics; Order (exchange); Philosophy; Sociology; Psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001636874,0.000062803,0.00006860115,0.00009381285,0.001673319,0.0007943518,0.0002869042,0.00001923418,0.0007923033],"category_scores_gemma":[0.0004301205,0.00005873567,0.00002373705,0.0001069135,0.0008009086,0.00008205938,0.00003346926,0.0001163324,0.00008423434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005693289,"about_ca_system_score_gemma":0.0002380442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03626649,"about_ca_topic_score_gemma":0.7395478,"domain_scores_codex":[0.9992211,0.000003302362,0.00004618584,0.000170028,0.0001706899,0.0003887247],"domain_scores_gemma":[0.9993478,0.000009053148,0.00001621642,0.00008760799,0.0002144605,0.000324831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[3.069142e-7,0.000002271978,0.0002843845,0.000001106667,0.000001963952,0.000009182808,0.03009626,9.073323e-9,0.0004160382,0.9484295,0.01475995,0.005999047],"study_design_scores_gemma":[0.00002260897,0.000009903441,0.000670349,0.000001115621,0.00000250926,3.367758e-7,0.01686196,0.000001501135,0.00003860124,0.0005197045,0.9817709,0.0001004955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05422404,0.0000106149,0.000002663313,0.003484803,0.002128336,0.00007298928,0.00003695142,0.00002726537,0.9400123],"genre_scores_gemma":[0.9803568,3.178379e-7,0.00006742142,0.001593001,0.002731218,0.000004606351,8.647877e-7,0.000006129964,0.01523966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.967011,"threshold_uncertainty_score":0.9996263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865420942838657,"score_gpt":0.2340280240172782,"score_spread":0.2153738145888916,"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."}}