{"id":"W7100456650","doi":"","title":"PERMISSION TO USE","year":2015,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permission; Copying; Work (physics); Preprint; Public use","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":[],"consensus_categories":[],"category_scores_codex":[0.00002330994,0.00003305755,0.00002745792,0.00003364957,0.000003895781,0.00001394765,0.00002913227,0.00001574403,0.0001381551],"category_scores_gemma":[0.00002764392,0.00002986568,0.000006431745,0.00005436694,9.710867e-7,0.00004677469,0.000004512329,0.00002423134,0.0004879407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001931104,"about_ca_system_score_gemma":0.00000797514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001281372,"about_ca_topic_score_gemma":0.000003627009,"domain_scores_codex":[0.9998305,0.000001514361,0.00003590082,0.00003283135,0.00003744628,0.00006184888],"domain_scores_gemma":[0.9997466,0.000007290007,8.846602e-7,0.00007578304,0.00001436967,0.0001550493],"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":[0.000002375523,0.00001399261,0.002018826,0.0000154294,0.000007107321,0.00000180262,0.00211668,0.18386,0.0050553,0.00278755,0.7949368,0.009184097],"study_design_scores_gemma":[0.0000546996,0.000008389471,0.003680309,0.000003315004,8.102563e-7,0.000002655506,0.00007326618,0.01276617,0.001865708,0.00001685605,0.9814494,0.00007846212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7957704,0.00006372327,0.07713132,0.0008108235,0.002278687,0.0001094242,0.000001752515,0.00161602,0.1222178],"genre_scores_gemma":[0.9817505,0.000002221431,0.006472477,0.0001657298,0.00005801772,0.000003721803,0.000001907854,0.00001203066,0.01153339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1865125,"threshold_uncertainty_score":0.6271654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0931971023905931,"score_gpt":0.3019319489760938,"score_spread":0.2087348465855007,"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."}}