{"id":"W7062638374","doi":"","title":"Usos lingüístics d'una comunitat educativa plurilingüe","year":2013,"lang":"ca","type":"dissertation","venue":"O2 - Repositori Institucional (Universitat Oberta de Catalunya)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Quarter (Canadian coin); Census; Research methodology; Period (music)","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003890786,0.001300678,0.001118841,0.0009042738,0.001908804,0.000697351,0.001937929,0.0007876263,0.04906281],"category_scores_gemma":[0.0002023976,0.001563662,0.0007452422,0.001086283,0.0003646412,0.0003710091,0.0006497427,0.002161913,0.002096571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000567564,"about_ca_system_score_gemma":0.00469106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374243,"about_ca_topic_score_gemma":0.0007453948,"domain_scores_codex":[0.9935672,0.000336421,0.00109197,0.001611057,0.001856771,0.001536548],"domain_scores_gemma":[0.9933907,0.00090423,0.0009970701,0.001543873,0.00194629,0.001217823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002424032,0.008647282,0.02023661,0.005154722,0.006594442,0.001647031,0.04623803,0.0008580704,0.1276501,0.234006,0.4213815,0.1251622],"study_design_scores_gemma":[0.005759717,0.001556916,0.01129857,0.004088064,0.002383938,0.0001299926,0.09452072,0.008553735,0.01205302,0.000980305,0.8534446,0.005230401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6391219,0.0008333951,0.0005404919,0.00165137,0.008058067,0.002492503,0.0005051259,0.0001243478,0.3466728],"genre_scores_gemma":[0.5880657,0.000185797,0.002305154,0.00009351645,0.003227706,0.0001676793,0.01657384,0.000188235,0.3891924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4320632,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0099070934207925,"score_gpt":0.261873109038776,"score_spread":0.2519660156179835,"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."}}