{"id":"W6921613128","doi":"10.7488/ds/3284","title":"Photographs of social housing in multiple cities, Ghana","year":2022,"lang":"en","type":"other","venue":"University of Edinburgh","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Documentation; General partnership; Adventure; Quarter (Canadian coin); Urbanism; Public housing; China; Citation","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002036299,0.0002291186,0.0006006073,0.001877275,0.0001057501,0.000003200174,0.0005129789,0.0002651467,0.1580317],"category_scores_gemma":[0.00002858992,0.0003439828,0.0002605654,0.0008872441,0.0004897028,0.00005362058,0.0003291749,0.0003318547,0.000004859943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002847986,"about_ca_system_score_gemma":0.000209217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02060964,"about_ca_topic_score_gemma":0.008570435,"domain_scores_codex":[0.9986849,0.00005665905,0.0001704291,0.000322681,0.0004846042,0.0002807576],"domain_scores_gemma":[0.9990351,0.00006333226,0.0005543728,0.0002527436,0.00004568505,0.0000487711],"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":[0.0001379328,0.0001593198,0.01237047,0.00003243123,0.0001604736,0.0000579206,0.003223654,0.00001072906,0.0003428427,0.00003043607,0.9833356,0.0001382287],"study_design_scores_gemma":[0.002029352,0.00004973642,0.0002964717,0.0001355002,0.0001258634,7.01983e-7,0.02224633,0.0000402912,0.00004883199,0.00002938978,0.9746327,0.0003648025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02364294,0.0002065772,0.00001296781,0.00001063078,0.0002637409,0.0003678296,0.001553265,0.0001544367,0.9737876],"genre_scores_gemma":[0.2441924,0.00006440209,0.000692867,0.00001376641,0.0001852768,4.380048e-7,0.0003733258,0.0004458691,0.7540317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2205494,"threshold_uncertainty_score":0.9999012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680038744547062,"score_gpt":0.2009078266757987,"score_spread":0.1841074392303281,"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."}}