{"id":"W7033776013","doi":"","title":"Schematic Design and Peer Review of Gayaza Medical Center and Walk-In Clinic","year":2022,"lang":"en","type":"article","venue":"DigitalCommons - CalPoly (California State Polytechnic University)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Center (category theory); Schematic; Work (physics); Quarter (Canadian coin); Peer review","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007097725,0.0001643695,0.0003877449,0.00007608076,0.0001360132,0.00001448942,0.000350104,0.00008160187,0.0008115002],"category_scores_gemma":[0.0001603849,0.00008878912,0.00008992565,0.0005465914,0.000249583,0.00009623606,0.0005665745,0.0002811654,0.00001703512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005725423,"about_ca_system_score_gemma":0.00003247235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001247655,"about_ca_topic_score_gemma":0.00009629689,"domain_scores_codex":[0.9984143,0.0002311654,0.0003368075,0.0003174501,0.0003843467,0.0003158858],"domain_scores_gemma":[0.9991817,0.0003513143,0.0001330043,0.00009609864,0.00004678637,0.0001911107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002128811,0.004108417,0.245919,0.003595598,0.0004465052,0.001450745,0.0003552254,0.000009807429,0.01232548,0.006613594,0.0725718,0.650475],"study_design_scores_gemma":[0.001752493,0.001301712,0.02553852,0.001296189,0.00006086388,0.0002478938,0.0007354728,0.0004023203,0.0003247237,0.001027039,0.9664968,0.0008159734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660487,0.00521272,0.000151937,0.01250691,0.00009440695,0.000887313,0.001495945,0.0001412206,0.01346089],"genre_scores_gemma":[0.992653,0.004941502,0.0001391267,0.0007883225,0.00001353909,0.000006369331,0.0001545722,0.000002712655,0.001300857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.893925,"threshold_uncertainty_score":0.8885357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725105517787372,"score_gpt":0.2297142802778295,"score_spread":0.2024632250999558,"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."}}