{"id":"W7096639677","doi":"","title":"The International Society for the Scholarship of Teaching and Learning","year":2004,"lang":"en","type":"article","venue":"","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Mainstream; Scholarship of Teaching and Learning; Salient; Perspective (graphical); Politics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008406261,0.0009313165,0.001579623,0.003371512,0.00356035,0.01237845,0.001682501,0.004105626,0.07762013],"category_scores_gemma":[0.01428536,0.0004176534,0.0004989573,0.005526211,0.00769707,0.005438228,0.006983979,0.007244369,0.03164258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01129897,"about_ca_system_score_gemma":0.05071512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06501921,"about_ca_topic_score_gemma":0.07238887,"domain_scores_codex":[0.9932002,0.001466324,0.0006303402,0.0005502492,0.00325131,0.0009014383],"domain_scores_gemma":[0.9869313,0.00245708,0.0008467357,0.003023904,0.003899602,0.002841443],"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":[0.00006696073,0.00005920015,0.001026042,0.0009626051,0.00003106228,0.0002218206,0.002411429,0.0001836962,0.0003509375,0.2998305,0.428168,0.2666878],"study_design_scores_gemma":[0.000003672982,0.000005175024,0.0005078923,0.0004207374,0.000002523527,0.00004987275,0.0002351913,0.00002789621,0.00002212744,0.007932073,0.990789,0.000003826881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001712377,0.1188316,0.003988637,0.07828882,0.02026141,0.0002071493,0.002121488,0.0004659802,0.7741225],"genre_scores_gemma":[0.06835803,0.1336658,0.01030096,0.01095602,0.00684347,0.0006680579,0.003405495,0.0005668619,0.7652354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9223799,"threshold_uncertainty_score":0.2596652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461926512544926,"score_gpt":0.4649547610949115,"score_spread":0.318762109840419,"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."}}