{"id":"W7056203320","doi":"","title":"Episode 75: Suspension Uproar","year":2025,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Suspension (topology)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002307198,0.0009633293,0.0009575951,0.001120904,0.0000492727,0.0002125278,0.001747124,0.0001620733,0.7324433],"category_scores_gemma":[0.00004418133,0.0009058836,0.0006106391,0.0001975217,0.0004268949,0.00002433333,0.002271822,0.001271171,0.006139314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002083705,"about_ca_system_score_gemma":0.0002175503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.167328,"about_ca_topic_score_gemma":0.02859261,"domain_scores_codex":[0.9955568,0.0004300876,0.0008124164,0.001442555,0.0007179437,0.001040168],"domain_scores_gemma":[0.9974496,0.0004538528,0.000424886,0.001209823,0.00007296943,0.0003888551],"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":[0.0001278491,0.0002614733,0.001695029,0.0001448111,0.0004922393,0.00005258602,0.0002917752,0.000001062358,0.0003137144,0.02113402,0.9554476,0.02003787],"study_design_scores_gemma":[0.00105347,0.0002235734,0.0004749918,0.001344677,0.00009993789,0.000003206263,0.00008927385,0.001883675,0.0006802696,0.002661457,0.9907064,0.0007790794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000172677,0.0001865279,0.02093316,0.0004289104,0.0008810201,0.001553053,0.001140427,0.0002725219,0.9744317],"genre_scores_gemma":[0.006236878,0.00005267419,0.002021113,0.0002013568,0.0009442575,0.000224236,0.001571201,0.0004067537,0.9883415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7263039,"threshold_uncertainty_score":0.9993392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009893565515598314,"score_gpt":0.2528155548705112,"score_spread":0.2429219893549129,"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."}}