{"id":"W7039348524","doi":"","title":"“Let’s Fall in Love…after I Vet You”: Romance and Vetting","year":2021,"lang":"en","type":"article","venue":"ScholarWorks - MoreheadState (Morehead State University)","topic":"Orthoptera Research and Taxonomy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vetting; Romance; Quarter (Canadian coin); State (computer science); Mistake; Focus (optics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002743106,0.0002114502,0.0002984375,0.001051447,0.004490682,0.003247945,0.0005153531,0.0007694858,0.003975586],"category_scores_gemma":[0.008094668,0.0004052074,0.0001234976,0.001080135,0.005133688,0.003421343,0.002592359,0.001469167,0.0006193166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009568426,"about_ca_system_score_gemma":0.0008409663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004484626,"about_ca_topic_score_gemma":0.01340222,"domain_scores_codex":[0.9979945,0.001297629,0.00006061494,0.000115342,0.0002904278,0.0002415023],"domain_scores_gemma":[0.9954686,0.001778899,0.001519266,0.0002676155,0.0003422006,0.000623289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001136304,0.0001884988,0.1928535,0.0001142374,0.00001768508,0.0017517,0.7331236,0.00005194243,0.0009689748,0.004841041,0.005057353,0.06091778],"study_design_scores_gemma":[0.000005712996,0.0001031009,0.1422085,0.0001682179,0.000009422337,0.001968808,0.8350066,0.0001772834,0.0002384188,0.001111782,0.01898002,0.00002225407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9838144,0.0007537916,0.0003227356,0.001090868,0.00002952583,0.0000229074,0.00003624176,0.000007132478,0.01392228],"genre_scores_gemma":[0.9974937,0.0005228542,0.0002220605,0.0002766129,0.00001247664,0.00001478355,0.00003380047,0.000005581859,0.001418055],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004490682,"threshold_uncertainty_score":0.01450711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109594874721871,"score_gpt":0.1872493932553229,"score_spread":0.1761534445081042,"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."}}