{"id":"W4393169205","doi":"10.1080/10464883.2024.2316561","title":"Infidelities","year":2024,"lang":"en","type":"article","venue":"Journal of Architectural Education","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.00008259355,0.00005119081,0.000104177,0.0001818214,0.00001597275,0.00003086241,0.0000247782,0.00001647831,0.0001321343],"category_scores_gemma":[0.00007110868,0.00003109865,0.000110936,0.00008777752,0.00001663072,0.00006719121,0.00000440769,0.0001178997,0.00001996857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008447203,"about_ca_system_score_gemma":0.000448183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001835755,"about_ca_topic_score_gemma":0.000001623218,"domain_scores_codex":[0.9995465,0.00001177513,0.0001943768,0.00004744655,0.0001400384,0.00005983646],"domain_scores_gemma":[0.9996676,0.00006419312,0.00004551119,0.00005590091,0.00009747933,0.00006925778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007050538,0.0002584551,0.009638085,0.0001592996,0.0001954235,0.00004401317,0.003263472,0.00002127169,0.001326067,0.001336345,0.01597093,0.9677162],"study_design_scores_gemma":[0.001098524,0.00251005,0.6994998,0.003349566,0.0007495651,0.01777294,0.002522125,0.0001316187,0.01517981,0.01707652,0.2398696,0.0002398107],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754403,0.00754795,0.00002927023,0.01404484,0.001081577,0.00006371107,6.57482e-7,0.00001227146,0.001779371],"genre_scores_gemma":[0.9967124,0.0001198088,0.001262759,0.0003783592,0.000919955,0.000003234395,0.000002981577,0.000006501399,0.0005940225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9674763,"threshold_uncertainty_score":0.1446778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680574938349116,"score_gpt":0.3408597028307507,"score_spread":0.3240539534472596,"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."}}