{"id":"W4324053880","doi":"10.3138/9781487545796-002","title":"Acknowledgments","year":2023,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"History","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"],"consensus_categories":[],"category_scores_codex":[0.00008294592,0.000246294,0.0003314365,0.00004314318,0.00009354045,0.00005695336,0.00165532,0.000210732,0.00006382154],"category_scores_gemma":[0.00001100179,0.0003226146,0.0002144597,0.000001395054,0.00007704981,0.0004247504,0.001369648,0.0001556326,0.0001026681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000379813,"about_ca_system_score_gemma":0.0001468498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199587,"about_ca_topic_score_gemma":0.01120606,"domain_scores_codex":[0.9987659,0.00001337695,0.000159159,0.0004863605,0.0003566377,0.0002185048],"domain_scores_gemma":[0.9985856,0.0001108091,0.0002094061,0.0008177341,0.0001542074,0.0001222825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002661569,0.00001514875,0.000002150084,0.0002288773,0.0002320874,0.0001881069,0.00325716,0.000007790475,0.00004993287,0.9434928,0.006546889,0.04595241],"study_design_scores_gemma":[0.0003395783,0.00007091171,0.00002829356,0.0003711953,0.00004920823,0.000001250122,0.00000727421,0.0003377698,0.00009617589,0.002715369,0.9956193,0.0003637011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002135236,0.0003034093,0.00726831,0.00001490024,0.0003815952,0.0002139971,0.00003516643,0.0003192853,0.9914612],"genre_scores_gemma":[0.0004241684,0.00009278546,0.0009329122,0.0000292096,0.00003947771,1.509981e-7,0.000005288331,0.00002588175,0.9984501],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9890724,"threshold_uncertainty_score":0.9999226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04200761836516103,"score_gpt":0.2298841109499151,"score_spread":0.1878764925847541,"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."}}