{"id":"W4249318538","doi":"10.17771/pucrio.acad.24385","title":"CARACTERÍSTICAS DO MEIO FÍSICO EM UM ESCORREGAMENTO EM SÃO PEDRO DA SERRA E SUAS INFLUÊNCIAS NA TRANSFORMAÇÃO DA PAISAGEM EM NOVA FRIBURGO, RJ","year":2014,"lang":"pt","type":"dissertation","venue":"","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Art","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","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001169317,0.002512056,0.002012324,0.0003980944,0.001867291,0.001028304,0.001764442,0.00127677,0.02326686],"category_scores_gemma":[0.00008725312,0.002366883,0.001361427,0.001180679,0.0005821899,0.001353698,0.0006273573,0.001943079,0.006888691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007901526,"about_ca_system_score_gemma":0.0000520235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002949946,"about_ca_topic_score_gemma":0.0152948,"domain_scores_codex":[0.9894634,0.000434989,0.002166962,0.002741624,0.002643522,0.002549495],"domain_scores_gemma":[0.9960623,0.0003237514,0.0008995585,0.001639488,0.00005208552,0.001022865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001674278,0.004209079,0.2748383,0.002069476,0.003059415,0.000347765,0.2204911,0.002117298,0.00768066,0.0003127833,0.01654112,0.4666587],"study_design_scores_gemma":[0.002983521,0.00130283,0.7660816,0.0005989777,0.00167946,0.00005370849,0.196185,0.0009312373,0.003201019,0.0001805591,0.0220702,0.004731867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733372,0.001215258,0.001430471,0.0002107931,0.003094509,0.002129857,0.0004008161,0.0002824005,0.01789864],"genre_scores_gemma":[0.9810264,0.001081098,0.0002813747,0.001391478,0.0002215215,0.0002745483,0.001887292,0.0002277716,0.01360848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4912433,"threshold_uncertainty_score":0.9994321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768954039127878,"score_gpt":0.2505505688491408,"score_spread":0.232861028457862,"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."}}