{"id":"W4245936413","doi":"10.1007/978-3-319-28099-8_1109-1","title":"Sentiment (Cattell)","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas University","funders":"","keywords":"Computer science; Psychology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003419133,0.0005440107,0.0002306375,0.0009738847,0.00218124,0.005500226,0.0004425596,0.001319327,0.1040872],"category_scores_gemma":[0.001335936,0.0002299882,0.0002126269,0.000945733,0.00162833,0.004102326,0.001829345,0.002154056,0.031937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656904,"about_ca_system_score_gemma":0.0009387992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004326212,"about_ca_topic_score_gemma":0.01092861,"domain_scores_codex":[0.999734,0.0000807356,0.000009616459,0.00005076648,0.00009261876,0.00003230347],"domain_scores_gemma":[0.9998192,0.00006485429,0.00001238203,0.00002319802,0.00005776132,0.00002261142],"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":[0.00002223184,0.00001071874,0.0001458501,0.00009200757,0.000003226268,0.00007972926,0.002669832,0.00006309726,0.0002245608,0.4565295,0.4595852,0.08057418],"study_design_scores_gemma":[0.000002361045,0.00000331089,0.0001397643,0.0000973101,0.00000144842,0.00005641623,0.0005005549,0.00006140075,0.00009384049,0.01804095,0.9809991,0.000003645127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008751894,0.001152924,0.0006767601,0.003141714,0.0008207397,0.00001118785,0.0001492328,0.0000622752,0.9931099],"genre_scores_gemma":[0.02346303,0.000860357,0.0004119496,0.001509506,0.0003611167,0.00002971224,0.000150408,0.0002098968,0.9730041],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1040872,"threshold_uncertainty_score":0.3482063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636737623341088,"score_gpt":0.1948665005719988,"score_spread":0.1684991243385879,"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."}}