{"id":"W4385310941","doi":"10.59962/9780774866521-001","title":"Acknowledgments","year":2022,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"History of Emotions Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.0001024954,0.0001112221,0.0003274899,0.00009247847,0.0008028863,0.000157143,0.0006195416,0.0001127479,0.1164838],"category_scores_gemma":[0.00000638728,0.0003056443,0.0002270851,0.000002252086,0.001025689,0.0001002547,0.0004726764,0.0004543571,0.0001112076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002338526,"about_ca_system_score_gemma":0.0001366874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1483161,"about_ca_topic_score_gemma":0.5228292,"domain_scores_codex":[0.9987475,0.00003815014,0.0001675152,0.0003538866,0.0004839853,0.0002089191],"domain_scores_gemma":[0.9990535,0.00003488044,0.0001670825,0.0003505861,0.0002939512,0.00009996886],"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":[0.00001529454,0.00005305586,0.000001944524,0.0001687382,0.0002190121,0.0003971961,0.004113609,8.021232e-7,0.000001118348,0.08195549,0.8876941,0.02537961],"study_design_scores_gemma":[0.0003563925,0.00008834746,0.000007550045,0.000173417,0.00007688184,0.000008317579,0.0002895705,0.000003412088,1.069076e-7,0.0009926405,0.9977442,0.0002591884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001757607,0.0003190839,0.000001424777,0.00000478554,0.0004603026,0.0003414066,0.00187539,0.000078424,0.9967434],"genre_scores_gemma":[0.0007474496,0.0001190794,0.00003436281,0.00001298631,0.0001263064,6.350005e-7,0.0000830912,0.00004303801,0.9988331],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3745132,"threshold_uncertainty_score":0.9999396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04785625850040103,"score_gpt":0.1970545874213949,"score_spread":0.1491983289209939,"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."}}