{"id":"W2755795225","doi":"10.1002/tl.20242","title":"Editors' Notes","year":2017,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Miller; Citation; Library science; Editorial board; Computer science; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001098786,0.00004053951,0.00005046383,0.00002631489,0.01141648,0.0003123557,0.00008439345,0.00004415996,0.00003049692],"category_scores_gemma":[0.00699386,0.00004091065,0.00002939677,0.00001026502,0.00007656859,0.0003364564,0.00001421397,0.0003741813,0.00000535238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001737141,"about_ca_system_score_gemma":0.00006430808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446352,"about_ca_topic_score_gemma":0.001567708,"domain_scores_codex":[0.9994949,0.000146495,0.00005005432,0.0001113102,0.00008167125,0.0001156387],"domain_scores_gemma":[0.9987451,0.0009911512,0.00008632766,0.00007636387,0.00002703723,0.00007398861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008859653,0.00004884415,0.008255964,0.0000101185,0.0000294512,1.862771e-7,0.07499987,0.00003565336,0.00005003027,0.05670657,0.01627734,0.8435771],"study_design_scores_gemma":[0.00007280236,0.00001916539,0.00413569,0.00001265646,0.00001194924,4.400021e-7,0.018139,0.00005000187,0.000002579777,0.0008533922,0.9766476,0.00005478207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.313189,0.001611032,0.004201766,0.1689716,0.01173838,0.0003188044,0.000002335237,0.0004269278,0.4995401],"genre_scores_gemma":[0.9565609,0.0002201784,0.002415566,0.00003428441,0.009403924,0.000008798643,0.00000143384,0.000006788927,0.03134817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9603702,"threshold_uncertainty_score":0.9920992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05168089269401396,"score_gpt":0.402954356969117,"score_spread":0.3512734642751031,"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."}}