{"id":"W4382700705","doi":"10.1002/tl.20444","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"New Directions for Teaching and Learning","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; World Wide Web","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004892851,0.0003890078,0.0004886174,0.0008544147,0.002633967,0.0002340662,0.0001685351,0.0005670533,0.00198919],"category_scores_gemma":[0.002978043,0.0004000182,0.0001709187,0.0003513919,0.00007030473,0.0002232163,0.00005773101,0.005859341,0.01357038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009000926,"about_ca_system_score_gemma":0.00008819001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004021955,"about_ca_topic_score_gemma":0.00001026086,"domain_scores_codex":[0.9958565,0.002492646,0.0004960668,0.0004704368,0.0001748213,0.0005095641],"domain_scores_gemma":[0.9972236,0.001853639,0.0004331005,0.0002754501,0.00009306687,0.000121163],"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":[0.00002545811,0.0000123963,0.00001749739,0.00005977816,0.0001195511,2.999566e-7,0.01739271,0.0003088538,0.000009832223,0.0006117114,0.5673164,0.4141255],"study_design_scores_gemma":[0.0005376479,0.0002152556,0.0005357249,0.000184538,0.00007962425,0.00001672816,0.004928651,0.00024706,0.000002270437,0.00006051323,0.9927757,0.0004162602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00169869,0.001170135,0.1612542,0.0009914753,0.0246604,0.000573505,0.00004990651,0.001280218,0.8083214],"genre_scores_gemma":[0.001366881,0.00005899934,0.01124059,0.0002641187,0.00314671,0.0001480277,0.0009004692,0.0001265214,0.9827477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4254594,"threshold_uncertainty_score":0.9998451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03651359348968074,"score_gpt":0.3951558308267513,"score_spread":0.3586422373370705,"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."}}