{"id":"W7099380383","doi":"","title":"RECOMMENDATIONS","year":2008,"lang":"en","type":"article","venue":"","topic":"Landscape and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jury; Competition (biology); Architecture; Work (physics); Architectural design","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000006415293,0.00002174811,0.00002588352,0.00000494188,0.0003669481,0.00001122048,0.00001973283,0.000002959576,0.01658599],"category_scores_gemma":[0.000001442333,0.00001207006,0.00001523483,0.000004674142,0.00003340714,0.0000607155,0.000007439305,0.00001274544,0.0006222646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001878764,"about_ca_system_score_gemma":0.00000140441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005767254,"about_ca_topic_score_gemma":0.0004552723,"domain_scores_codex":[0.9998702,0.000002147011,0.0000333041,0.00002974234,0.00002280366,0.0000417845],"domain_scores_gemma":[0.9999372,0.000005177181,0.000005203563,0.00002427522,0.00001942858,0.000008741713],"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":[4.046549e-7,0.000008296287,0.0001977504,3.392005e-7,0.000006456424,6.083368e-7,0.01381362,2.14467e-8,0.000002053266,0.2257358,0.7592441,0.0009905349],"study_design_scores_gemma":[0.00003870884,0.000006952908,0.0001794414,5.505236e-7,0.000001282416,0.00000168635,0.002239117,0.000001010366,0.00001747377,0.0003904077,0.9970952,0.00002813626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02429862,0.00005369288,0.000002849819,0.00369111,0.0001410771,0.0000155935,0.000001720497,0.00005508402,0.9717402],"genre_scores_gemma":[0.7577243,0.00007199655,0.00002933914,0.000774619,0.0001947658,0.000003219021,0.000004214583,0.000001243028,0.2411962],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7334257,"threshold_uncertainty_score":0.984313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1094840801810719,"score_gpt":0.227141083793923,"score_spread":0.1176570036128511,"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."}}