{"id":"W7061360692","doi":"","title":"The Proposal of the Examination Credits Granting Procedure According to the PART 66","year":2021,"lang":"en","type":"article","venue":"Digitální knihovna Univerzity Pardubice (Univerzity Pardubice)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technician; Quarter (Canadian coin); Aviation; Czech; Work (physics)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001532592,0.000478517,0.0005001747,0.0001387561,0.002088214,0.0005046598,0.001861319,0.0001244303,0.00306701],"category_scores_gemma":[0.0004850554,0.0003144213,0.0004331068,0.002155907,0.0004463889,0.00031673,0.001502087,0.0008111508,0.0001034752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008004269,"about_ca_system_score_gemma":0.001226663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008438572,"about_ca_topic_score_gemma":0.001702261,"domain_scores_codex":[0.9952095,0.0008571569,0.0006490652,0.000837851,0.001462724,0.000983757],"domain_scores_gemma":[0.9954367,0.0008857211,0.0005484115,0.001653456,0.001202813,0.0002728462],"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":[0.0002819071,0.001171583,0.05030007,0.0003285855,0.0008158316,0.0000568488,0.004829494,0.0006477601,0.01573434,0.2044663,0.06572599,0.6556413],"study_design_scores_gemma":[0.001514792,0.0001465962,0.09444147,0.0003466708,0.0002394307,0.00001393299,0.03410584,0.002484288,0.01500278,0.0008033034,0.8501047,0.0007961668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7407039,0.0001299876,0.001327811,0.02125278,0.0009835592,0.00236431,0.0001876637,0.0001084116,0.2329416],"genre_scores_gemma":[0.9640805,0.00003824332,0.0001324901,0.000161784,0.0005526805,0.00005734249,0.00006759201,0.00004628847,0.0348631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7843787,"threshold_uncertainty_score":0.9999308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098504420458178,"score_gpt":0.2295658744186414,"score_spread":0.2185808302140596,"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."}}