{"id":"W6892700629","doi":"10.5281/zenodo.11992661","title":"sr masters pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fuse (electrical); Download; German; Corporation; Amazon rainforest; Quality (philosophy)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002089784,0.00120585,0.001287907,0.003394371,0.00361358,0.0102637,0.001724535,0.003192401,0.9204772],"category_scores_gemma":[0.01045134,0.000855367,0.001416989,0.002463882,0.0007765075,0.005859955,0.004881519,0.002998058,0.8723308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001453944,"about_ca_system_score_gemma":0.002432874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004382765,"about_ca_topic_score_gemma":0.007429666,"domain_scores_codex":[0.9971007,0.0002345861,0.0001391336,0.00026274,0.001851346,0.0004115097],"domain_scores_gemma":[0.9906877,0.0007067469,0.0002990838,0.0009752106,0.004777614,0.002553806],"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":[0.000009354027,0.00001618935,0.00002756503,0.0000335744,7.066761e-7,0.00001407591,0.00001334357,0.000009151477,0.00004571783,0.000513766,0.9864943,0.01282238],"study_design_scores_gemma":[0.000008915227,0.00001086648,0.0002169849,0.00003140932,9.180528e-7,0.00003395371,0.00004965686,0.00002103161,0.00004670581,0.0002144343,0.99936,0.000005061793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005099639,0.0003233131,0.000592458,0.004012433,0.004090362,0.0003601096,0.004755849,0.003664188,0.9816913],"genre_scores_gemma":[0.001680443,0.000242877,0.0003538622,0.001319894,0.001173168,0.0001094157,0.002134152,0.001515576,0.9914705],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07952279,"threshold_uncertainty_score":0.1134296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594154410898231,"score_gpt":0.231341435941351,"score_spread":0.2053998918323686,"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."}}