{"id":"W4252358491","doi":"10.15210/interfaces.v17i2.11109","title":"Prefácio","year":2017,"lang":"fr","type":"article","venue":"Interfaces Brasil/Canadá","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Library science; Humanities; Art; Computer science","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","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.000384052,0.0002046614,0.0002891239,0.0002529545,0.004413303,0.002539599,0.001459315,0.0002902736,0.01247957],"category_scores_gemma":[0.0003288014,0.0002958186,0.0001531347,0.0001208653,0.003922453,0.001186086,0.0001600124,0.0003761963,0.003993877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001667,"about_ca_system_score_gemma":0.001536092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9574153,"about_ca_topic_score_gemma":0.9969568,"domain_scores_codex":[0.9979694,0.0001468885,0.0003003318,0.0004381023,0.0004320002,0.0007132522],"domain_scores_gemma":[0.9981257,0.00006205972,0.0003248211,0.0008167632,0.0001106478,0.0005599603],"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":[0.00002217732,0.00009867865,0.00259839,0.0001141884,0.0001487192,0.0001743758,0.02091199,0.00001218519,0.0001616178,0.05880266,0.7041795,0.2127755],"study_design_scores_gemma":[0.0001924141,0.00005149676,0.009664686,0.0001845028,0.00005478263,0.000008188646,0.001762948,0.00002012854,0.0001193646,0.001312628,0.9862914,0.0003374692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3188787,0.01561121,0.00001874175,0.0481765,0.01920961,0.0002696756,0.0002340997,0.0000674961,0.5975339],"genre_scores_gemma":[0.5860775,0.0007154018,0.00003550009,0.0003504455,0.0007818232,0.000006901671,0.000002001827,0.00001838507,0.412012],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2821119,"threshold_uncertainty_score":0.9999494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03186331629226751,"score_gpt":0.293902615711882,"score_spread":0.2620392994196145,"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."}}