{"id":"W4291949777","doi":"10.1177/00238309221107000","title":"Paradigmatic and Syntagmatic Effects in Estonian Spontaneous Speech","year":2022,"lang":"en","type":"article","venue":"Language and Speech","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Eesti Teadusagentuur; Deutsche Forschungsgemeinschaft","keywords":"Syntagmatic analysis; Focus (optics); Context (archaeology); Estonian; Linguistics; Word (group theory); Speech production; Psychology; Computer science; Speech recognition; History; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001454519,0.0003164502,0.0002686644,0.0005029112,0.0003762939,0.00101755,0.0003138441,0.0002439924,0.001541218],"category_scores_gemma":[0.009785688,0.0002980912,0.0001587476,0.0004344271,0.0008868306,0.000514275,0.001039077,0.0003343905,0.000272308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000483622,"about_ca_system_score_gemma":0.0002480009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108554,"about_ca_topic_score_gemma":0.002063753,"domain_scores_codex":[0.9984939,0.0005409454,0.0002165487,0.0003503672,0.000337236,0.00006109109],"domain_scores_gemma":[0.9879956,0.008633836,0.001498245,0.0007843309,0.0008812052,0.0002067534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002545997,0.0004730087,0.1621775,0.001739394,0.0001935796,0.002331597,0.05639036,0.001521096,0.6985236,0.002791655,0.0006779073,0.07063428],"study_design_scores_gemma":[0.0000507134,0.0008603499,0.9483723,0.00006772256,0.00008459187,0.001525787,0.006568474,0.001968309,0.03611036,0.0009290038,0.003389946,0.0000723661],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973706,0.00008435296,0.0008765797,0.00001261228,0.000005169029,0.00001138837,0.000144157,0.00001725564,0.001477995],"genre_scores_gemma":[0.9986897,0.0000578039,0.0006096835,0.000009921503,0.000005021848,0.00002915043,0.0002204117,0.00001609098,0.0003622556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001541218,"threshold_uncertainty_score":0.007692337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008354088996077908,"score_gpt":0.2919196336771715,"score_spread":0.2835655446810936,"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."}}