{"id":"W3126109285","doi":"10.23982/vir.79619","title":"Koodinvaihdot ja prosodia","year":2021,"lang":"fi","type":"article","venue":"Virittäjä","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009202918,0.0006662872,0.0005623281,0.0008892603,0.002607187,0.005016771,0.0007628858,0.00101713,0.05881915],"category_scores_gemma":[0.001714714,0.0004105571,0.0006791639,0.0008110393,0.001101837,0.003023163,0.003362593,0.001851723,0.01608935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489886,"about_ca_system_score_gemma":0.002504647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836945,"about_ca_topic_score_gemma":0.008351304,"domain_scores_codex":[0.9990902,0.0001200256,0.00006128733,0.0002193526,0.000337673,0.0001714357],"domain_scores_gemma":[0.9988685,0.0002185473,0.0001157265,0.0001319782,0.0004288195,0.0002365608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001999608,0.0008689051,0.02479336,0.002838673,0.000154055,0.003540492,0.01902068,0.0006039043,0.1824667,0.08729584,0.05085495,0.6255628],"study_design_scores_gemma":[0.00002944879,0.0003953183,0.01305306,0.0003480085,0.0001074497,0.001351392,0.006998111,0.0003184023,0.03320374,0.005594049,0.9385247,0.00007630558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2741884,0.01159352,0.01694353,0.005439392,0.002892514,0.000344847,0.002056839,0.001046317,0.6854947],"genre_scores_gemma":[0.3919781,0.006376111,0.01538071,0.001508525,0.0003040527,0.0002631212,0.001849441,0.0007492174,0.5815907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05881915,"threshold_uncertainty_score":0.1967697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05835060769910953,"score_gpt":0.3731502566005376,"score_spread":0.3147996489014281,"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."}}