{"id":"W7065221102","doi":"","title":"De Minimis Copying, MOOCs & Institutional Risk Avoidance","year":2017,"lang":"en","type":"other","venue":"QSpace (Queen's University Library)","topic":"X-ray Spectroscopy and Fluorescence Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Copying; Relation (database); Permission; Fair use; Inclusion (mineral)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004168066,0.0004183371,0.0004722566,0.0003440531,0.000624691,0.0001771456,0.0009216388,0.000261786,0.01136028],"category_scores_gemma":[0.000008824755,0.0004751554,0.0003712548,0.0002233308,0.0003499663,0.0006592834,0.0002604714,0.0006127663,0.0005932627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008000412,"about_ca_system_score_gemma":0.0004941075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02846136,"about_ca_topic_score_gemma":0.0002014907,"domain_scores_codex":[0.9984566,0.000111435,0.0001109367,0.0005917822,0.0002468457,0.0004823822],"domain_scores_gemma":[0.998364,0.00003772527,0.0004761449,0.0008522514,0.00002262587,0.0002472615],"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":[0.00003134575,0.00009035545,0.06455415,0.00002608242,0.0004075757,0.00003417032,0.00009510795,0.0000450618,0.000003530249,0.008935038,0.9253219,0.0004557226],"study_design_scores_gemma":[0.0003603871,0.00001872449,0.001679688,0.0002098784,0.0002734904,9.120188e-8,0.0001165643,0.00001361043,0.0001940721,0.0004239835,0.9962034,0.0005061755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001343482,0.00009226211,0.01488659,0.003459628,0.0002256557,0.0002486813,0.001052695,0.0003221089,0.9783689],"genre_scores_gemma":[0.007799492,0.0004673203,0.007488645,0.0000561904,0.0007114077,0.000001601056,0.0004384084,0.0001482214,0.9828887],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07088147,"threshold_uncertainty_score":0.99977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005931556193735621,"score_gpt":0.2042032217052522,"score_spread":0.1982716655115166,"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."}}