{"id":"W4411958759","doi":"10.59236/td2010vol4iss11097","title":"Attraction, Value and Future of SoTL","year":2010,"lang":"en","type":"article","venue":"Transformative Dialogues Teaching and Learning Journal","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Southern Connecticut State University; Thompson Rivers University; University of Central Missouri; Loyola Marymount University; University of Rochester; Purdue University; Carnegie Foundation for the Advancement of Teaching","keywords":"Attraction; Value (mathematics); Psychology; Mathematics; Statistics; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.004187178,0.0001035147,0.0001264154,0.001434072,0.003430758,0.01148523,0.0008872485,0.00158073,0.01919649],"category_scores_gemma":[0.005219375,0.0001050538,0.00018281,0.00149052,0.00518849,0.006166843,0.003757502,0.002682149,0.001885976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007344471,"about_ca_system_score_gemma":0.00830094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012051,"about_ca_topic_score_gemma":0.02660877,"domain_scores_codex":[0.9980065,0.0006801656,0.00004303496,0.0001580195,0.0004931687,0.0006191147],"domain_scores_gemma":[0.9927062,0.001744499,0.000586824,0.0002529585,0.00169718,0.003012163],"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":[0.0003620583,0.0001821237,0.02205225,0.0001888348,0.000007991351,0.0003878243,0.01662586,0.0003297213,0.001403072,0.6607242,0.02512929,0.2726068],"study_design_scores_gemma":[0.0000442187,0.00025382,0.02319391,0.0005886388,0.00001773553,0.000680962,0.06885412,0.001372433,0.001191248,0.1602907,0.7434429,0.00006935664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2698894,0.007190628,0.002675994,0.2604081,0.0005483291,0.00002620974,0.0002726659,0.0001755322,0.4588133],"genre_scores_gemma":[0.9586367,0.00230386,0.0008705313,0.004640567,0.0002887677,0.00001461667,0.0001028813,0.0000451182,0.033097],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01919649,"threshold_uncertainty_score":0.06421864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188019971383781,"score_gpt":0.2640239726860633,"score_spread":0.2521437729722255,"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."}}