{"id":"W4394973106","doi":"10.56645/jmde.v19i45.947","title":"In Memoriam - Chris Coryn","year":2023,"lang":"en","type":"article","venue":"Journal of MultiDisciplinary Evaluation","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"McKnight Foundation; Eli Lilly and Company; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Sociology; Theology; Psychology; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.005099433,0.00005608864,0.0001364914,0.0002731924,0.0004080674,0.00002403005,0.0001083646,0.0000571907,0.0001825758],"category_scores_gemma":[0.0005915412,0.00004605508,0.00008490763,0.0007667235,0.00008865942,0.0004474036,0.00004395127,0.0001258823,0.00005028136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002466193,"about_ca_system_score_gemma":0.0003496116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001268952,"about_ca_topic_score_gemma":0.0008915971,"domain_scores_codex":[0.9982042,0.0003294649,0.0003572155,0.0000810548,0.0008587423,0.0001693189],"domain_scores_gemma":[0.9990414,0.000183903,0.0002360955,0.00006970592,0.0004070723,0.00006180604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005361068,0.0009147971,0.06250708,0.00007725529,0.0002394622,0.0005003427,0.5125057,0.08101654,0.002920415,0.01330233,0.2724781,0.05300189],"study_design_scores_gemma":[0.003784999,0.000371201,0.7770542,0.0001755101,0.0001629013,0.00002326866,0.07454868,0.03720091,0.00008267902,0.0256639,0.0806011,0.0003306226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696665,0.0003467751,0.00003400172,0.01773501,0.004347224,0.0002938142,0.000002283372,0.00001818968,0.007556183],"genre_scores_gemma":[0.9965906,0.0003294167,0.0002112631,0.00001625568,0.001783685,0.000007376172,0.000002874845,0.000005907833,0.001052671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7145472,"threshold_uncertainty_score":0.3138565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07754206848215654,"score_gpt":0.4367946990376323,"score_spread":0.3592526305554757,"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."}}