{"id":"W6986731239","doi":"","title":"Putting Assessment into Action: Selected Projects from the First Cohort of the Assessment in Action Grant","year":2016,"lang":"en","type":"article","venue":"DigitalCommons - Fairfield (Fairfield University)","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; TSG101; Circumstantial evidence; Dysgeusia; Articular cartilage damage; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003295216,0.000123014,0.0001544636,0.0001379511,0.0006868346,0.00015084,0.0007686496,0.0001241342,0.0001687452],"category_scores_gemma":[0.0001461861,0.00007376337,0.0001059103,0.001339032,0.0002341068,0.005278063,0.0001967229,0.0002552627,0.000005179133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002093964,"about_ca_system_score_gemma":0.0005324025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003853202,"about_ca_topic_score_gemma":0.006625619,"domain_scores_codex":[0.9986191,0.0001785542,0.0002702703,0.0002209442,0.0004440087,0.000267122],"domain_scores_gemma":[0.9985419,0.0006843033,0.0002198346,0.0003621432,0.0001284597,0.00006333911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001513189,0.00008646872,0.8583955,0.000009538679,0.00003806927,0.000003945178,0.004333951,0.00001152186,0.0001140584,0.1163096,0.003389749,0.01729241],"study_design_scores_gemma":[0.0005643313,0.00006597301,0.6156456,0.0001634864,0.00002211579,7.832107e-7,0.02046504,0.00009422865,0.0008198617,0.001709058,0.3602438,0.0002057682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6796473,0.000007735046,0.001465224,0.06888551,0.0007773727,0.0007536042,0.00002085645,0.00010513,0.2483373],"genre_scores_gemma":[0.9975391,0.00005702613,0.0002330706,0.0005687969,0.00008578329,0.000004150029,0.000006771304,0.000003740009,0.001501544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3568541,"threshold_uncertainty_score":0.5824915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992131488601622,"score_gpt":0.2761379905803362,"score_spread":0.24621667569432,"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."}}