{"id":"W2478277416","doi":"10.1017/cbo9780511805790.014","title":"Linear Vector Spaces","year":2009,"lang":"en","type":"other","venue":"","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Vector (molecular biology); Mathematics; Biology; Genetics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007350016,0.0001333128,0.0001439556,0.0000978819,0.00001852849,0.00006853983,0.0006995487,0.0001146733,0.003017289],"category_scores_gemma":[0.000005582365,0.0001011714,0.00005112399,0.0001246627,0.00001464909,0.00004517395,0.0000788377,0.00008948242,0.001547999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004852556,"about_ca_system_score_gemma":0.0000226422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002317084,"about_ca_topic_score_gemma":0.000007389069,"domain_scores_codex":[0.999392,0.00002563796,0.0000668112,0.0002479608,0.0001230911,0.0001445028],"domain_scores_gemma":[0.9994155,0.00001564586,0.00005267126,0.0004563738,0.000006881653,0.00005293029],"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":[2.646789e-7,0.00001395353,3.086251e-7,0.000007823692,0.000007578617,0.00001237514,0.00001369105,4.79313e-7,0.000002707814,0.2487382,0.7295615,0.02164111],"study_design_scores_gemma":[0.00005370507,0.00002554767,0.000002188209,0.00002501013,0.000002003865,0.000003853931,9.655741e-7,0.00115374,0.00008814234,0.003006029,0.9954839,0.0001549422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[1.320843e-7,0.0002956906,0.2268313,0.000350822,0.0003572076,0.0000570563,0.000001608746,0.0005902097,0.771516],"genre_scores_gemma":[0.00001016991,0.00003288728,0.09977756,0.0003034701,0.0005523456,0.000001307227,0.000001409916,0.00004682115,0.8992741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2659223,"threshold_uncertainty_score":0.9992294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009131856217248983,"score_gpt":0.2383029626677441,"score_spread":0.2291711064504951,"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."}}