{"id":"W7094120722","doi":"","title":"Commentary on “The Stance of Personal Public Apology”: Transgression &amp; Apologia: Disjoining Standpoints of Justice, Publicity and Drama","year":2016,"lang":"","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Forgiveness and Related Behaviors","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Argument (complex analysis); Publicity; Argumentation theory; Drama; Marine transgression; Entertainment","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002296144,0.0006159622,0.001201788,0.0007152314,0.001138393,0.00003261434,0.001268212,0.001246222,0.006110795],"category_scores_gemma":[0.0002681767,0.0004747087,0.0005175984,0.000859795,0.004753422,0.0007865925,0.0005629323,0.001381568,0.00005334376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597697,"about_ca_system_score_gemma":0.0001905564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002636482,"about_ca_topic_score_gemma":0.0004666774,"domain_scores_codex":[0.9944963,0.001693637,0.0008364234,0.00105713,0.0009387432,0.0009777854],"domain_scores_gemma":[0.995312,0.001293747,0.001493653,0.001024631,0.000447765,0.0004282494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01280437,0.004017448,0.8236739,0.001289644,0.002150855,0.0001397936,0.03353174,0.000005752932,0.0817101,0.01164127,0.006319757,0.02271537],"study_design_scores_gemma":[0.01916757,0.003572985,0.9009648,0.004251769,0.002699794,0.00009415346,0.04446538,0.00003167397,0.007024595,0.0012931,0.01485583,0.001578385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666542,0.001168933,0.0002705841,0.02802105,0.0009033084,0.0005950424,0.00108522,0.0000348714,0.001266786],"genre_scores_gemma":[0.9968162,0.0008584561,0.0001521802,0.0003251228,0.00006233786,0.000001516556,0.00003966055,0.00005144013,0.001693091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07729086,"threshold_uncertainty_score":0.9997705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04901243891529396,"score_gpt":0.2761350554090841,"score_spread":0.2271226164937901,"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."}}