{"id":"W1946590591","doi":"10.1007/s40879-018-0223-3","title":"Semi-stable vector bundles on fibred varieties","year":2018,"lang":"en","type":"preprint","venue":"European Journal of Mathematics","topic":"Algebraic Geometry and Number Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Fibered knot; Vector bundle; Surjective function; Mathematics; Morphism; Irreducibility; Moduli space; Torsion (gastropod); Combinatorics; Sheaf; Line bundle; Pure mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00540567,0.0005955829,0.001145982,0.0003329851,0.0001637875,0.0002154784,0.001327259,0.0001841941,0.0008116201],"category_scores_gemma":[0.002740314,0.0004707947,0.0005650606,0.000170503,0.0002335737,0.0001181109,0.0007471735,0.001470951,0.0005268872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081262,"about_ca_system_score_gemma":0.0001651143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.769696e-7,"about_ca_topic_score_gemma":2.727881e-7,"domain_scores_codex":[0.995707,0.000860521,0.00174865,0.0003201766,0.0009345103,0.0004291573],"domain_scores_gemma":[0.9939191,0.001463993,0.002724574,0.00110941,0.0005463118,0.0002365863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007458198,0.006150248,0.00009598969,0.01464862,0.004617429,0.002128714,0.04328825,0.0005130873,0.0008280145,0.5414818,0.3831674,0.002334653],"study_design_scores_gemma":[0.0008675299,0.0009797345,0.00008909993,0.004036613,0.000567409,0.0005395868,0.001736587,0.000176467,0.003315268,0.9785243,0.008387333,0.000780036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8115912,0.0006374918,0.06049534,0.0005715337,0.003845051,0.000571763,0.00008289242,0.0002295871,0.1219751],"genre_scores_gemma":[0.8479915,0.0001890881,0.1376035,0.0002304682,0.003896282,0.000004020502,0.00001194926,0.0004346507,0.009638519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4370426,"threshold_uncertainty_score":0.9997744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05307300321942841,"score_gpt":0.2815675957258046,"score_spread":0.2284945925063762,"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."}}