{"id":"W7012352292","doi":"","title":"Chapter Thirteen","year":2021,"lang":"en","type":"book-chapter","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Romani and Gypsy Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Publishing; Quarter (Canadian coin); Cover (algebra)","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","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0003419286,0.0007694406,0.001077883,0.000318396,0.001562927,0.00004649111,0.0006314496,0.002657535,0.01705103],"category_scores_gemma":[0.0001833457,0.0007359512,0.0004703335,0.0001399366,0.0002422216,0.0002695865,0.000674842,0.003863963,0.002828415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006752786,"about_ca_system_score_gemma":0.0005923351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003591059,"about_ca_topic_score_gemma":0.0005268392,"domain_scores_codex":[0.9967194,0.000169419,0.0006417266,0.0009007214,0.0005955961,0.0009731016],"domain_scores_gemma":[0.9970846,0.0004684319,0.0006873899,0.0007866559,0.0005695453,0.0004033437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006588918,0.00002300711,0.0002347668,0.0001248674,0.0008000879,0.0008017182,0.002883253,0.000001843446,0.0001272965,0.5104612,0.4810406,0.003435435],"study_design_scores_gemma":[0.001395304,0.00008914051,0.006137504,0.001303048,0.0003612359,0.00002952514,0.005524882,0.000004068864,0.00001705921,0.00163377,0.9826427,0.0008617798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004877448,0.001095365,0.00001843548,0.01656777,0.001285067,0.0008720746,0.0003879975,0.0003135873,0.978972],"genre_scores_gemma":[0.003319894,0.0007332324,0.0001292878,0.00210558,0.001614443,0.00002205649,0.0003820187,0.0001373952,0.9915561],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5088274,"threshold_uncertainty_score":0.9997369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08768194872505049,"score_gpt":0.3234014963231057,"score_spread":0.2357195475980552,"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."}}