{"id":"W7044083012","doi":"","title":"What do we know about student participation in activities that develop transferable skills?","year":2019,"lang":"en","type":"other","venue":"IUScholarWorks (Indiana University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Demotion","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005394735,0.0009468222,0.00107323,0.005540935,0.0002201077,0.0009279604,0.001305166,0.001401721,0.002103155],"category_scores_gemma":[0.00003506199,0.001150954,0.0002699119,0.003415305,0.0002000264,0.003596313,0.0002286684,0.001829407,0.003997632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695065,"about_ca_system_score_gemma":0.0005947287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002873639,"about_ca_topic_score_gemma":0.009975998,"domain_scores_codex":[0.9953992,0.000705497,0.0003680743,0.001284577,0.001007598,0.001235101],"domain_scores_gemma":[0.9978286,0.0001947432,0.0004212397,0.001094899,0.0001017308,0.0003588138],"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":[0.0018186,0.009409721,0.2068875,0.002871489,0.007123682,0.0074666,0.07645692,0.004440685,0.0008890623,0.0197061,0.4103384,0.2525912],"study_design_scores_gemma":[0.002600225,0.00006400206,0.009285483,0.00750811,0.0002561048,0.000003737689,0.006727751,0.000008430875,0.0002098933,0.00002154229,0.9719941,0.001320601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09017077,0.05551848,0.0004721191,0.0004761013,0.005216334,0.005507311,0.000669562,0.001684241,0.8402851],"genre_scores_gemma":[0.05541048,0.05138875,0.0001794388,0.00006107424,0.0001872381,0.00001444843,0.0001576523,0.001209999,0.8913909],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5616557,"threshold_uncertainty_score":0.9998947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272186099255541,"score_gpt":0.2547838769424909,"score_spread":0.2420620159499355,"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."}}