{"id":"W3107651553","doi":"10.32749/nucleodoconhecimento.com.br/quimica-fr/du-niobium","title":"Panorama national du niobium entre les années 2010 à 2014","year":2018,"lang":"fr","type":"article","venue":"Revista Científica Multidisciplinar Núcleo do Conhecimento","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Niobium; Political science; Art; Niobium pentoxide; Materials science; Metallurgy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008527844,0.0007159421,0.0006006079,0.0003720257,0.001148587,0.0009676199,0.0005961155,0.0004487245,0.01649146],"category_scores_gemma":[0.0002427124,0.0007721629,0.0003224248,0.0007412952,0.0006533247,0.001003257,0.0002582952,0.0005233559,0.01017866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005767561,"about_ca_system_score_gemma":0.0002869506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004935782,"about_ca_topic_score_gemma":0.0001034291,"domain_scores_codex":[0.9956704,0.0001995103,0.001130632,0.001011238,0.001055145,0.0009331253],"domain_scores_gemma":[0.9969538,0.0002444719,0.0003757995,0.0005981787,0.001317772,0.0005099103],"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":[0.0001895773,0.001396836,0.009992415,0.001209109,0.0004332728,0.00004384479,0.007866688,0.00173675,0.03909964,0.1077551,0.8156335,0.01464329],"study_design_scores_gemma":[0.001158958,0.0001925153,0.004551506,0.0003756204,0.0001207637,0.00004749578,0.001558486,0.01394066,0.006542824,0.0003315374,0.9702939,0.0008857737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3776651,0.1106693,0.04736135,0.06215836,0.034458,0.005288622,0.002232142,0.003016993,0.3571501],"genre_scores_gemma":[0.9203647,0.002965419,0.0031356,0.0001838524,0.003489901,0.00009595499,0.0002326794,0.0001590586,0.06937283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5426996,"threshold_uncertainty_score":0.9994729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229706243157551,"score_gpt":0.2888737101246018,"score_spread":0.2659030858088468,"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."}}