{"id":"W7053214627","doi":"","title":"Uncertainty and Other Forms of Hope","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Capitalism; Club; Space (punctuation); Focus (optics); Queer; Axiom; Reading (process)","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":[],"consensus_categories":[],"category_scores_codex":[0.01044666,0.0006178672,0.0005123207,0.001337911,0.01098421,0.01562397,0.001315318,0.003011295,0.003727024],"category_scores_gemma":[0.02221391,0.0004009918,0.0008261226,0.0007650579,0.05693004,0.01460613,0.01489156,0.007928425,0.0004732206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003720172,"about_ca_system_score_gemma":0.003598751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001406853,"about_ca_topic_score_gemma":0.001597569,"domain_scores_codex":[0.9905131,0.006034468,0.0002531265,0.0005832843,0.001608159,0.001007831],"domain_scores_gemma":[0.986382,0.007205387,0.001799749,0.001466975,0.001181642,0.001964222],"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":[0.00004565671,0.00002838528,0.00144468,0.00009233636,0.00003102177,0.0004657535,0.1896413,0.0002842905,0.0003074288,0.7929481,0.004894526,0.009816611],"study_design_scores_gemma":[0.00002479731,0.00007853621,0.0009630813,0.0002443261,0.00002171868,0.0006760039,0.1495776,0.0005274571,0.000288555,0.7003888,0.1471313,0.00007783146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1979176,0.01055612,0.06365736,0.1173733,0.002598774,0.0001692285,0.0001831349,0.0002283881,0.6073161],"genre_scores_gemma":[0.9889849,0.0006952085,0.001694798,0.002205395,0.0002445169,0.00004948742,0.00002575795,0.00003005007,0.006069729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01562397,"threshold_uncertainty_score":0.05524784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1363643485974887,"score_gpt":0.536281033990532,"score_spread":0.3999166853930433,"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."}}