{"id":"W2605108236","doi":"","title":"ASPECTOS DA NOVAÇÃO","year":2017,"lang":"pt","type":"article","venue":"JICEX","topic":"Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Humanities; Nova scotia; Art; Political science; Geography","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001517394,0.000226771,0.0002934675,0.00004516522,0.002892208,0.001807348,0.0004944505,0.00006264159,0.007516887],"category_scores_gemma":[0.0003812502,0.0001852734,0.000143244,0.000008259663,0.0004214783,0.0001030536,0.0003093237,0.0002027656,0.001328301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002382131,"about_ca_system_score_gemma":0.00003369709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002188123,"about_ca_topic_score_gemma":0.003377517,"domain_scores_codex":[0.9989109,0.00001691907,0.0002304052,0.00028058,0.0002070511,0.0003541117],"domain_scores_gemma":[0.9985743,0.00004972519,0.0002528612,0.000858764,0.0001895481,0.00007486292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003250298,0.0002115702,0.001503604,0.000195685,0.0005139184,0.0003116818,0.1089933,5.404628e-7,0.00002505042,0.7969088,0.07974463,0.01155872],"study_design_scores_gemma":[0.0004735661,0.00009485113,0.004066089,0.0001327206,0.0001528513,0.000002144224,0.009266915,0.0001105972,0.00003257599,0.001705694,0.9835912,0.0003707914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0186958,0.003763724,0.000009696948,0.001572607,0.005431391,0.0001636312,0.0001682569,0.00005686821,0.970138],"genre_scores_gemma":[0.8118925,0.0001403269,0.00001506896,0.0003186266,0.005866947,0.000005796683,0.000005102047,0.00002718523,0.1817284],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9038466,"threshold_uncertainty_score":0.9994493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08190836379835362,"score_gpt":0.3146735134940262,"score_spread":0.2327651496956726,"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."}}