{"id":"W7029931638","doi":"","title":"Linguatech, un equip per a l'elaboració de recursos multilingües per a la comunitat universitària","year":2012,"lang":"ca","type":"article","venue":"UPCommons institutional repository (Universitat Politècnica de Catalunya)","topic":"Balkan and Eastern European Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Portuguese; Population; Quarter (Canadian coin); Principal (computer security)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001147943,0.0006682673,0.0008325334,0.0007747172,0.002468816,0.0002520849,0.001130432,0.0005273705,0.000284887],"category_scores_gemma":[0.000268121,0.000896981,0.0005746686,0.0005730866,0.001577688,0.001431727,0.001006334,0.001141885,0.001472785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002530209,"about_ca_system_score_gemma":0.0007167821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008687734,"about_ca_topic_score_gemma":0.00003835637,"domain_scores_codex":[0.9962082,0.0003821733,0.0007726122,0.0008431033,0.0002271373,0.001566767],"domain_scores_gemma":[0.9968556,0.0004092919,0.0006100509,0.0009655824,0.0002555705,0.0009039396],"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":[0.0004139635,0.001347997,0.116224,0.0002262161,0.001546161,0.0007936895,0.0255399,0.0003671581,0.0004605314,0.848901,0.003120445,0.001058894],"study_design_scores_gemma":[0.00344868,0.0002561266,0.1166038,0.0004002622,0.0006619663,0.001869489,0.0197687,0.001847404,0.0003374512,0.001396411,0.8513672,0.002042423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6410993,0.01591102,0.001836712,0.001166542,0.001862828,0.0003634135,0.0008799937,0.0001878254,0.3366924],"genre_scores_gemma":[0.9825387,0.001019535,0.003614684,0.0004213672,0.0007051193,0.000006927278,0.0001300217,0.00008549391,0.01147815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8482468,"threshold_uncertainty_score":0.9993481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447310253796312,"score_gpt":0.2287873069498814,"score_spread":0.2043142044119182,"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."}}