{"id":"W4408927188","doi":"10.29173/vjtm70","title":"Be A Good Shepherd","year":2023,"lang":"en","type":"article","venue":"Vanguard Journal of Theology & Ministry","topic":"Medieval and Classical Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vanguard College","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003519431,0.0001272106,0.0003014531,0.000113494,0.0001397866,0.00003644931,0.0003183258,0.00007961474,0.003839082],"category_scores_gemma":[0.0001181293,0.00008922082,0.0002370983,0.00005616805,0.0004391547,0.00009152901,0.00006429494,0.0003222905,0.0003825023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000139968,"about_ca_system_score_gemma":0.00005823146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003805463,"about_ca_topic_score_gemma":0.00001138004,"domain_scores_codex":[0.9989387,0.00008409544,0.0003876364,0.0001122333,0.0002274194,0.0002499559],"domain_scores_gemma":[0.9991803,0.0002126477,0.0002413701,0.0001546356,0.00008910549,0.0001219091],"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":[0.0003191997,0.0002438142,0.0004856747,0.00005872175,0.0004342287,0.001361926,0.01854914,0.000005169882,0.001050313,0.7692583,0.2015244,0.00670913],"study_design_scores_gemma":[0.0007492785,0.0007178513,0.0002714275,0.00004869118,0.0001145618,0.0002140349,0.00488791,0.00001552965,0.0003247206,0.1759354,0.8165414,0.0001791966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6835063,0.0003902477,0.000009465898,0.02129243,0.002932155,0.00005245686,0.00002291213,0.00006400511,0.2917301],"genre_scores_gemma":[0.9672716,0.00003608512,0.00003666287,0.001570339,0.003162465,0.000002051255,0.000004355156,0.00001644644,0.02790005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6150169,"threshold_uncertainty_score":0.9970716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04445807856605623,"score_gpt":0.2664081622248095,"score_spread":0.2219500836587533,"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."}}