{"id":"W4389633265","doi":"10.29327/projetar2023.658382","title":"Das Casas nascem Casas?","year":2023,"lang":"pt","type":"article","venue":"","topic":"History of Colonial Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001267696,0.0002432529,0.0003335982,0.0002130341,0.001436486,0.0001396499,0.0006769203,0.0003295258,0.009605473],"category_scores_gemma":[0.0004874866,0.0002609293,0.0002153682,0.001770887,0.0005915231,0.0002968661,0.0001658804,0.0002889009,0.06837126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004527597,"about_ca_system_score_gemma":0.0007346236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008626315,"about_ca_topic_score_gemma":0.04955906,"domain_scores_codex":[0.9968917,0.0003606498,0.0003611283,0.000531679,0.0009326537,0.0009222128],"domain_scores_gemma":[0.9985716,0.0003859084,0.0001173303,0.0004228921,0.0001261943,0.0003761148],"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":[0.00001538895,0.00004799912,0.0006723384,0.00002210826,0.00003504356,0.0002067745,0.06158742,0.00001013154,0.0002206544,0.008883458,0.9247214,0.003577312],"study_design_scores_gemma":[0.0002484274,0.00009116427,0.003372895,0.00002232728,0.00003031082,0.00000295861,0.01243913,0.0001694706,0.00007222559,0.0004605691,0.9827223,0.0003682191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2372368,0.000386662,0.00002317507,0.02548194,0.005446261,0.0005378099,0.00002671624,0.001063655,0.7297969],"genre_scores_gemma":[0.4606332,0.00008186771,0.00002335159,0.0005860396,0.0005868436,0.00001133544,0.000004850326,0.00002389847,0.5380486],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2233964,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06267903651890108,"score_gpt":0.3869964625065346,"score_spread":0.3243174259876335,"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."}}