{"id":"W7011611088","doi":"","title":"Mundo académico, comunidade, residência universitária: a residência universitária de todos para todos","year":2010,"lang":"pt","type":"dissertation","venue":"UBibliorum repositorio digital da ubi (University of Beira Interior)","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Order (exchange); Context (archaeology)","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","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0004753218,0.001827251,0.002349426,0.006179125,0.00151675,0.00135638,0.003491651,0.002937911,0.0005275076],"category_scores_gemma":[0.0001750647,0.002563972,0.001493245,0.003920054,0.0007152543,0.003233262,0.001228674,0.003900003,0.000305811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001492312,"about_ca_system_score_gemma":0.001095463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003298434,"about_ca_topic_score_gemma":0.001750592,"domain_scores_codex":[0.9932455,0.0003350058,0.001162255,0.001818171,0.001517019,0.001922087],"domain_scores_gemma":[0.9939231,0.0004788884,0.00138072,0.002116203,0.0009239119,0.00117713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.04428228,0.003636912,0.06065889,0.011846,0.0162778,0.01986691,0.2208823,0.005732136,0.4474911,0.007178271,0.09914225,0.06300511],"study_design_scores_gemma":[0.03310429,0.01252651,0.1991125,0.01829211,0.01354968,0.002205768,0.3117463,0.0341491,0.0608069,0.003665918,0.2835114,0.02732948],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360458,0.000906305,0.0131281,0.0001812584,0.003809335,0.001392176,0.001097068,0.0008009072,0.04263903],"genre_scores_gemma":[0.9651806,0.0003503211,0.001610618,0.00004086499,0.0005138437,0.000001760627,0.001313675,0.0003047348,0.03068363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3866842,"threshold_uncertainty_score":0.9997832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01458073554387741,"score_gpt":0.2233689657279402,"score_spread":0.2087882301840627,"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."}}