{"id":"W4302281894","doi":"10.1177/20569971221120518","title":"In memory of Dr John Shortt","year":2022,"lang":"en","type":"article","venue":"International Journal of Christianity & Education","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Tyndale University","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005109221,0.00005297994,0.0001157028,0.0004102745,0.0001070893,0.00001952775,0.0003207951,0.00001363645,0.01251174],"category_scores_gemma":[0.0001307948,0.00005352317,0.00006369254,0.00006701634,0.0001020411,0.0003227316,0.00002616576,0.0002743929,0.000007596404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000228542,"about_ca_system_score_gemma":0.000687193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003457278,"about_ca_topic_score_gemma":0.0001914,"domain_scores_codex":[0.9987733,0.00007382067,0.0005312201,0.00005908289,0.0005022543,0.00006035607],"domain_scores_gemma":[0.9988029,0.00005745257,0.0004265563,0.00006683805,0.0006115418,0.00003472885],"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":[0.0001990905,0.00237467,0.0006237696,0.00003047323,0.0001110941,0.00002704766,0.04510111,0.0001564249,0.0006237272,0.3695763,0.5658525,0.0153238],"study_design_scores_gemma":[0.0002397694,0.00009340493,0.0009614885,0.00003216925,0.0000106799,0.00004142227,0.00572159,0.00002101896,0.0001433128,0.005127032,0.9875508,0.00005734336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7819718,0.001271597,0.00022716,0.01436851,0.02623854,0.0001672428,0.00009167759,0.00001133886,0.1756521],"genre_scores_gemma":[0.9923272,0.0000252558,0.00007539786,0.000811461,0.001306018,0.00000648109,0.000027878,0.000005672672,0.005414674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4216983,"threshold_uncertainty_score":0.988391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262468194729335,"score_gpt":0.2862403252323292,"score_spread":0.2599935057593957,"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."}}