{"id":"W6884653709","doi":"10.11575/prism/37657.2","title":"Selected Proceedings of the IDEAS Conference Transforming Pedagogies: Learn – Design – Innovate","year":2020,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mandate; Christian ministry; Process (computing); Higher education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001520691,0.0003078513,0.0005769322,0.0003400014,0.00008289831,0.000009836561,0.0009838333,0.0003473194,0.001399067],"category_scores_gemma":[0.00008443147,0.0002990779,0.0001481124,0.001369802,0.0005401885,0.0001142917,0.0001642271,0.0004984448,0.0001137553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000868034,"about_ca_system_score_gemma":0.0006226268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008882938,"about_ca_topic_score_gemma":0.0001183408,"domain_scores_codex":[0.998616,0.00005281671,0.000199736,0.000365945,0.0004963051,0.0002691498],"domain_scores_gemma":[0.998686,0.00003899877,0.0005946833,0.0001774049,0.0004274213,0.00007546497],"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":[0.001280873,0.0001949979,0.001083445,0.002315931,0.001145367,0.00004660413,0.01312952,0.000008558079,0.1384571,0.01509432,0.8234394,0.003803924],"study_design_scores_gemma":[0.002485869,0.0003229541,0.001020928,0.002113146,0.0007330418,0.00001343306,0.003635054,0.0007114817,0.01588426,0.0003109201,0.9718126,0.0009563084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003506646,0.0001652731,0.005377566,0.000167833,0.00007513766,0.001384209,0.0001410384,0.0005348211,0.9886475],"genre_scores_gemma":[0.05106316,0.0002653225,0.01235512,0.0000678749,0.00007599867,8.8385e-7,0.00006283787,0.001008547,0.9351003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1483732,"threshold_uncertainty_score":0.9999461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043784632108965,"score_gpt":0.2168357850451662,"score_spread":0.1863979387240766,"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."}}