{"id":"W2936636347","doi":"10.14393/rbcv67n0-49252","title":"TENDÊNCIAS MODERNAS E QUESTÕES RELACIONADAS COM A DEFINIÇÃO E REALIZAÇÃO DE SISTEMAS VERTICAIS: A EXPERIÊNCIA CANADENSE","year":2019,"lang":"en","type":"article","venue":"Revista Brasileira de Cartografia","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Humanities; Physics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007966094,0.0003735345,0.0005249587,0.00009954086,0.0002349203,0.0002631009,0.0004530658,0.0001786036,0.0005727131],"category_scores_gemma":[0.0001913292,0.0003507585,0.0002558075,0.0003718268,0.00008698191,0.0002139079,0.0000303468,0.000314013,0.0005130129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480315,"about_ca_system_score_gemma":0.0008168443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04540024,"about_ca_topic_score_gemma":0.02158873,"domain_scores_codex":[0.996865,0.0002996555,0.0004650814,0.0005879365,0.0008695302,0.0009128424],"domain_scores_gemma":[0.998226,0.0001570015,0.0001693338,0.0007118143,0.0001925774,0.0005432788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000722949,0.00004735857,0.9919295,0.0001686725,0.00007356618,0.00009177622,0.0009565059,0.0003642141,0.000780237,0.0016698,0.001998663,0.001847371],"study_design_scores_gemma":[0.0007846514,0.0002506073,0.9631307,0.0003377502,0.0001185624,0.0001179612,0.0004093623,0.008879888,0.0001989385,0.000554565,0.02447334,0.0007437381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891157,0.002536582,0.0001692506,0.0001184092,0.0002332167,0.0004751091,0.0001555119,0.0001154842,0.007080768],"genre_scores_gemma":[0.9975688,0.00006503671,0.0004521805,0.0008780888,0.0001023245,0.00001094267,0.0001409253,0.0000241533,0.0007575109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02879891,"threshold_uncertainty_score":0.9998944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150032441962107,"score_gpt":0.2341087530083757,"score_spread":0.2126084285887547,"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."}}