{"id":"W4367016964","doi":"10.1007/978-3-031-25409-3_6","title":"Vector Fields","year":2023,"lang":"en","type":"book-chapter","venue":"Springer undergraduate mathematics series","topic":"Geometric Analysis and Curvature Flows","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Vector (molecular biology); Biology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005262053,0.0008795249,0.001434138,0.0006004092,0.0002235962,0.0002618925,0.0006283544,0.0007502732,0.0008242235],"category_scores_gemma":[0.0005350452,0.0007740472,0.0007619846,0.0002962584,0.0001633785,0.000184981,0.0003844874,0.0008649597,0.001880644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082067,"about_ca_system_score_gemma":0.000100074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006614497,"about_ca_topic_score_gemma":0.00019796,"domain_scores_codex":[0.9966044,0.00002088492,0.001096281,0.0006741357,0.001018726,0.0005855219],"domain_scores_gemma":[0.9967341,0.0006705573,0.0007613018,0.001394326,0.0002520144,0.0001876865],"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":[0.000006140253,0.00004945899,0.000001901341,0.0009447086,0.000690769,0.00006315186,0.0002911694,0.000004475487,0.000008688039,0.9722975,0.02533134,0.0003106596],"study_design_scores_gemma":[0.0001526938,0.00007112687,0.000003630686,0.0004851987,0.0006048933,0.0000229551,0.0001111511,0.00007564852,0.00005837951,0.9367504,0.06088485,0.0007790682],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001092185,0.0003368475,0.004270683,0.002934307,0.00106441,0.0006297767,0.00005740874,0.001095132,0.9895022],"genre_scores_gemma":[0.003059225,0.0007614612,0.01313124,0.00005281465,0.0004592376,0.00003725265,0.00004498251,0.0003951914,0.9820586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0355535,"threshold_uncertainty_score":0.9994711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0534954770703498,"score_gpt":0.2668667117644231,"score_spread":0.2133712346940733,"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."}}