{"id":"W7052835055","doi":"","title":"TUT0601 Group 2: Replication of Diener, E., Ng, W., Harter, J., & Arora, R. (2010). - University of Toronto W19","year":2019,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Replication (statistics); Diener; Group (periodic table); Statistician","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":[0.001582965,0.0005591766,0.0009283203,0.0001744307,0.00004774627,0.00002685131,0.001604082,0.000631399,0.3198092],"category_scores_gemma":[0.0004795098,0.0007243422,0.0003066141,0.0001764308,0.0001839353,0.0002282318,0.0005698554,0.0005565191,0.2185723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006541346,"about_ca_system_score_gemma":0.0001606992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005194823,"about_ca_topic_score_gemma":0.009924429,"domain_scores_codex":[0.9960567,0.0002374655,0.0006894874,0.001869942,0.0005082047,0.0006381889],"domain_scores_gemma":[0.990056,0.000196506,0.0006479748,0.008795676,0.0001339802,0.0001698819],"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":[0.00009605898,0.0004217407,0.001223039,0.001391739,0.0009208198,0.000003155093,0.001244088,0.001275729,0.04369235,0.002652097,0.9317847,0.0152945],"study_design_scores_gemma":[0.0006568744,0.00000334873,0.0007882251,0.0003385919,0.0001855228,0.000009274156,0.00004463221,0.0005829824,0.003289569,0.0005286648,0.9929187,0.0006535969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0039143,0.0001497045,0.01268829,0.00002781089,0.0007250652,0.001325968,0.0001679216,0.0004803622,0.9805206],"genre_scores_gemma":[0.006449917,0.002839967,0.004532352,0.00001366676,0.0000758622,0.0000311262,0.0002894159,0.0004721596,0.9852955],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1012369,"threshold_uncertainty_score":0.9995208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010471366509449,"score_gpt":0.2220669055855267,"score_spread":0.2115955390760778,"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."}}