{"id":"W6991483773","doi":"","title":"“Handbook” Instant Architecture. Scale 1:1","year":2022,"lang":"es","type":"dissertation","venue":"Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante)","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Instant; Architecture; Scale (ratio); Face (sociological concept); Serendipity","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","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001002427,0.001827504,0.001674816,0.002318055,0.002309739,0.0005422556,0.002396154,0.001709008,0.0007242409],"category_scores_gemma":[0.0001538157,0.002323375,0.001333086,0.001794082,0.0007157945,0.0006482282,0.0005774918,0.004208653,0.00007013293],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006772462,"about_ca_system_score_gemma":0.003972386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007203245,"about_ca_topic_score_gemma":0.001116998,"domain_scores_codex":[0.9914615,0.001387165,0.001032136,0.001920062,0.001838679,0.002360499],"domain_scores_gemma":[0.9946988,0.001081919,0.0008017429,0.001537347,0.0003650779,0.00151517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01162154,0.002685166,0.01858167,0.00450882,0.01018557,0.03598005,0.08971309,0.2540773,0.3520881,0.173649,0.02626636,0.02064333],"study_design_scores_gemma":[0.007557137,0.00116589,0.02534412,0.003121346,0.003571061,0.007213228,0.01973119,0.02092309,0.01780122,0.004249691,0.8827489,0.006573105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7052765,0.004070236,0.05810603,0.0005421813,0.002709681,0.001663808,0.001068847,0.001430976,0.2251317],"genre_scores_gemma":[0.9730074,0.003666704,0.008278633,0.0005430884,0.001450172,0.00007849424,0.001222165,0.0005440589,0.0112093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8564826,"threshold_uncertainty_score":0.999587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006705807103335735,"score_gpt":0.2356730165546851,"score_spread":0.2289672094513494,"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."}}