{"id":"W4413609004","doi":"10.64628/aam.9pjx5fp53","title":"When you have 2 lovers, the holidays can be tricky","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Business; Art; Arithmetic; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001394467,0.0004683223,0.0009475432,0.0007053451,0.006087024,0.005013011,0.0005043605,0.002539638,0.1176732],"category_scores_gemma":[0.01014847,0.0005328138,0.0007118098,0.0008898739,0.002999512,0.005097262,0.002887525,0.004176388,0.01557583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008287351,"about_ca_system_score_gemma":0.0007718006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006361741,"about_ca_topic_score_gemma":0.01194476,"domain_scores_codex":[0.9989192,0.0004346474,0.00003825442,0.0001431336,0.0002261438,0.0002386316],"domain_scores_gemma":[0.9972826,0.0008251272,0.0003827136,0.0003073083,0.0002853538,0.0009168661],"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":[0.001147907,0.0006394946,0.05112963,0.0006968647,0.0006328277,0.003862572,0.05067877,0.0003988009,0.003041174,0.1482494,0.5584363,0.1810863],"study_design_scores_gemma":[0.0001041755,0.0003097649,0.08511887,0.0006372798,0.0001222243,0.005148213,0.1282522,0.0005409567,0.0009229829,0.1155302,0.6631024,0.0002107152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3132714,0.01330884,0.009005556,0.1673529,0.01270888,0.0001082602,0.003431197,0.0005440079,0.480269],"genre_scores_gemma":[0.7289128,0.006019791,0.004198351,0.01714889,0.003062626,0.00008321182,0.0007862452,0.0003144109,0.2394737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1176732,"threshold_uncertainty_score":0.3936563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125694713395781,"score_gpt":0.3516088990997343,"score_spread":0.2390394277601561,"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."}}