{"id":"W6982041223","doi":"","title":"Getting Serious About Test Score Reporting","year":2018,"lang":"en","type":"other","venue":"IUScholarWorks (Indiana University)","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Hyporeflexia; Pretext; Liquation; Proteogenomics","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001826839,0.0003981406,0.0003830298,0.0002561928,0.0003992598,0.00002286256,0.0006334082,0.000433556,0.02088252],"category_scores_gemma":[0.00008042828,0.0004290424,0.0002033525,0.0004883572,0.002222725,0.0002090824,0.0005288003,0.000542484,0.005643737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008539042,"about_ca_system_score_gemma":0.0000389036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088891,"about_ca_topic_score_gemma":0.0006544305,"domain_scores_codex":[0.9978404,0.00006004842,0.0003377146,0.0008069137,0.0004438793,0.0005110335],"domain_scores_gemma":[0.997708,0.00003677679,0.00140235,0.0005481676,0.000004503182,0.0003001687],"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":[0.00001517825,0.0001529656,0.05657506,0.00003960737,0.00008703991,0.002294922,0.0003496727,0.00008090612,0.0005057521,0.00001694484,0.9297403,0.01014171],"study_design_scores_gemma":[0.000188274,0.00005583652,0.01043774,0.0002309542,0.00005772158,0.0000457461,0.000326525,0.00001194892,0.0000145195,0.000006870882,0.9880785,0.0005453295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009075111,0.0003170386,0.0001573194,0.00006898663,0.0003221459,0.000279667,0.00002389341,0.000257495,0.9894983],"genre_scores_gemma":[0.008577884,0.0002354173,0.0012951,0.0002931865,0.0003736599,0.000001161229,0.00003778857,0.0003035697,0.9888822],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0583383,"threshold_uncertainty_score":0.9998161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008370407708591217,"score_gpt":0.1861641381965697,"score_spread":0.1777937304879784,"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."}}