{"id":"W7057192342","doi":"","title":"Informe de justificació de la Beca per estades per a la recerca fora de Catalunya pre-doctorals","year":2007,"lang":"ca","type":"report","venue":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Stockholms Universitet; University of Cambridge; York University","keywords":"Population; Pound Sterling; Latin Americans","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.007729291,0.002063429,0.002078047,0.002230361,0.001319439,0.00124243,0.003093551,0.002826115,0.09118526],"category_scores_gemma":[0.0007081412,0.00246445,0.001572528,0.001727976,0.001429192,0.0005560643,0.001823629,0.005007041,0.000857526],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005961801,"about_ca_system_score_gemma":0.02292722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0538859,"about_ca_topic_score_gemma":0.002920856,"domain_scores_codex":[0.9874151,0.001870101,0.0018882,0.002202263,0.002025858,0.00459847],"domain_scores_gemma":[0.9891424,0.002753148,0.001252733,0.002665981,0.001472437,0.002713254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002799778,0.003265943,0.2282728,0.006561949,0.005181068,0.003211876,0.02728783,0.001320296,0.01095415,0.00613115,0.3458111,0.3592021],"study_design_scores_gemma":[0.002665866,0.0004649826,0.03046389,0.001004728,0.002004531,0.0007355201,0.01335914,0.001320592,0.002915771,0.0002518869,0.9423707,0.002442349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4848342,0.002780059,0.003900265,0.002685845,0.000443417,0.00341225,0.002760914,0.0004001715,0.4987829],"genre_scores_gemma":[0.5653363,0.01123735,0.01146716,0.0005453091,0.002185046,0.0003778367,0.00863932,0.0008017583,0.3994099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5965596,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192229799123808,"score_gpt":0.3131462853712536,"score_spread":0.2939233054588727,"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."}}