{"id":"W2169551614","doi":"","title":"Codificació del microcorpus en la recuperació de l'hebreu","year":2003,"lang":"ca","type":"article","venue":"","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Humanities; Philosophy; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006069543,0.000474546,0.0005423122,0.0001364415,0.0006374384,0.0008018857,0.0003675696,0.0002572878,0.02696353],"category_scores_gemma":[0.0008958853,0.0003565568,0.0004129965,0.0001181073,0.0003279341,0.0001381811,0.00007123261,0.0004617216,0.002133839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016886,"about_ca_system_score_gemma":0.0001461848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002546134,"about_ca_topic_score_gemma":0.002339039,"domain_scores_codex":[0.9972984,0.0004947103,0.0006202426,0.0005530108,0.0003114204,0.0007222826],"domain_scores_gemma":[0.9983038,0.0003652264,0.0001698944,0.0004884956,0.000405012,0.0002676302],"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":[0.00002508151,0.0002705034,0.0004908073,0.0001023864,0.0004796906,0.0002210988,0.04070988,0.0000218095,0.001511525,0.9233782,0.03151194,0.001277113],"study_design_scores_gemma":[0.0005756163,0.00007778199,0.00009997677,0.00006950442,0.0006422873,0.00007699925,0.02116308,0.0002152097,0.002539063,0.007887902,0.9658939,0.0007587328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09676643,0.003296459,0.0007494667,0.00086829,0.001147807,0.0003543227,0.000202086,0.0002595437,0.8963556],"genre_scores_gemma":[0.7294201,0.0002942144,0.001479202,0.001348057,0.001260279,0.00001341002,0.00005008341,0.00005207754,0.2660826],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9343819,"threshold_uncertainty_score":0.9998887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432052855360028,"score_gpt":0.23824797278586,"score_spread":0.2239274442322597,"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."}}