{"id":"W6901748546","doi":"10.60770/77nw-0x17","title":"SOTL in 60+ podcast series","year":2024,"lang":"en","type":"other","venue":"MRU-Repo","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Scholarship; Scholarship of Teaching and Learning; Session (web analytics); Mount; Series (stratigraphy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002249159,0.0009580937,0.0006551276,0.002825403,0.003278555,0.007602167,0.001700284,0.001186617,0.6925552],"category_scores_gemma":[0.005831018,0.0004357537,0.0006687999,0.002317344,0.0005649367,0.003408437,0.006710811,0.002670033,0.4333751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002565457,"about_ca_system_score_gemma":0.004099997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008250069,"about_ca_topic_score_gemma":0.02121249,"domain_scores_codex":[0.9984717,0.000166509,0.00005325151,0.0001229297,0.0008257683,0.0003598575],"domain_scores_gemma":[0.992972,0.0003381528,0.0002307135,0.0006327753,0.002010079,0.003816316],"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":[0.00004343065,0.00003513481,0.0000484931,0.00004728902,5.408642e-7,0.00001821043,0.00007263465,0.0000224633,0.0001536163,0.0009030661,0.9817595,0.01689558],"study_design_scores_gemma":[0.00001228076,0.00001803046,0.0003239414,0.00002752061,5.88589e-7,0.00001194143,0.0001061055,0.00003581991,0.00008476217,0.0002917691,0.9990817,0.000005491816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002911413,0.0004891219,0.002138857,0.003570095,0.02230218,0.000614854,0.01544954,0.008490769,0.9440332],"genre_scores_gemma":[0.005910723,0.0003775533,0.001221448,0.0007721098,0.003065941,0.0002656386,0.009930404,0.003385728,0.9750704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6925552,"threshold_uncertainty_score":0.4385327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131069542289272,"score_gpt":0.2655263501695648,"score_spread":0.2524193959406376,"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."}}