{"id":"W7059860882","doi":"","title":"","year":2024,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Vetenskapsrådet; University of Toronto; York University; German Historical Institute; Harvard University","keywords":"Deconstruction (building); Ambiguity; Mythology; Interpretation (philosophy); Field (mathematics); Curriculum","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008492009,0.0009692459,0.001535493,0.001268948,0.0002204366,0.006257249,0.008087119,0.0001601845,0.1178615],"category_scores_gemma":[0.00002370927,0.0009553158,0.0004918525,0.0007791701,0.0003476641,0.002236295,0.004997541,0.001099065,0.004463297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002017673,"about_ca_system_score_gemma":0.001434299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02304998,"about_ca_topic_score_gemma":0.001680782,"domain_scores_codex":[0.9948632,0.0003289715,0.001073148,0.001613794,0.00105314,0.001067811],"domain_scores_gemma":[0.9966365,0.0001423079,0.001017441,0.001583145,0.0002598987,0.0003607295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001493103,0.0005553842,0.008827331,0.000721165,0.002689679,0.00001169141,0.0001473188,0.000008132363,0.000676926,0.509958,0.2966441,0.1796109],"study_design_scores_gemma":[0.001148303,0.00006838809,0.0008201993,0.0007896242,0.000177679,8.97353e-7,0.00007838506,0.00006296431,0.002086459,0.01867332,0.9751019,0.000991852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006491595,0.0005326236,0.0006482598,0.0003028548,0.0007469335,0.003252276,0.00004209121,0.0002390671,0.9935867],"genre_scores_gemma":[0.07052102,0.00008171063,0.0002617459,0.00008433307,0.0007152063,0.001023159,0.00111746,0.001474882,0.9247205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6784578,"threshold_uncertainty_score":0.9992898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09552070426769228,"score_gpt":0.4696497388996788,"score_spread":0.3741290346319865,"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."}}