{"id":"W6968151153","doi":"10.5281/zenodo.1300284","title":"B5045438/ojs: Test Release","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Université du Québec à Montréal","funders":"","keywords":"Test (biology); Test method; Component (thermodynamics); Control system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00171571,0.001015792,0.0007444701,0.001375965,0.0009188876,0.002308761,0.002353999,0.001643198,0.4231993],"category_scores_gemma":[0.008330132,0.0004308061,0.000354181,0.00111464,0.0007200447,0.001681381,0.001323496,0.001087657,0.3160387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007232595,"about_ca_system_score_gemma":0.001308394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005141067,"about_ca_topic_score_gemma":0.004349689,"domain_scores_codex":[0.9986476,0.0001889628,0.00005636217,0.0001540351,0.0007914139,0.0001616883],"domain_scores_gemma":[0.9941147,0.0009822774,0.0001499922,0.001768637,0.002210902,0.00077352],"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":[0.001622484,0.0005861477,0.000633791,0.0004175187,0.00004462729,0.00009617392,0.00008958019,0.001965479,0.009544679,0.005173875,0.8876434,0.09218222],"study_design_scores_gemma":[0.001517329,0.00108136,0.005297194,0.0001354165,0.00005371533,0.0002423451,0.0001310712,0.02078094,0.0408663,0.01163413,0.9181399,0.000120257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03799061,0.0006248545,0.06332882,0.003120281,0.002881797,0.001813888,0.1625205,0.2207161,0.507003],"genre_scores_gemma":[0.1512307,0.0003800475,0.03030326,0.0008709495,0.0005466733,0.001150177,0.203563,0.05957863,0.5523765],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5768007,"threshold_uncertainty_score":0.8227361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041177199910643,"score_gpt":0.2385653022756259,"score_spread":0.2081535302765194,"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."}}