{"id":"W4293144213","doi":"10.47909/anis.978-9916-9760-3-6.137","title":"Thiago Magela Rodrigues Dias","year":2022,"lang":"en","type":"book-chapter","venue":"Advanced notes in information science","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001737589,0.0007630599,0.000661455,0.001246193,0.002144653,0.004420869,0.0009440563,0.001525098,0.09084216],"category_scores_gemma":[0.006588517,0.0003381362,0.0005134587,0.0007144616,0.0007938339,0.002651111,0.002443395,0.00282601,0.0419739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293919,"about_ca_system_score_gemma":0.002459838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003524834,"about_ca_topic_score_gemma":0.004435521,"domain_scores_codex":[0.9982651,0.0005365695,0.00006228749,0.0003998404,0.0005401877,0.000196085],"domain_scores_gemma":[0.9975334,0.0006874389,0.0001360784,0.0002000558,0.0009905925,0.0004524307],"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":[0.0000788459,0.0000660298,0.0006089739,0.0007302162,0.00001519376,0.000780723,0.001777857,0.0002210575,0.001379345,0.03725383,0.8158401,0.1412478],"study_design_scores_gemma":[0.000001385876,0.000005581977,0.0001087661,0.0001127629,0.000002233422,0.0002926953,0.0003021506,0.00003728933,0.0001489819,0.0006826596,0.998301,0.000004608754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007691563,0.1223859,0.009800534,0.1274837,0.08052947,0.0001609385,0.001280604,0.001599092,0.6490682],"genre_scores_gemma":[0.07657721,0.08856132,0.007256401,0.02342054,0.01155236,0.0001913043,0.001006634,0.001466916,0.7899672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9091579,"threshold_uncertainty_score":0.3038973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847478427438907,"score_gpt":0.2552734241269814,"score_spread":0.2367986398525923,"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."}}