{"id":"W7021098771","doi":"","title":"National Study of (Non)Monogamy in Canada and the US","year":2019,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Work (physics); Field (mathematics)","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":[0.0007084213,0.0001353812,0.0004019329,0.001963242,0.005000723,0.001069939,0.001021995,0.000407865,0.007355429],"category_scores_gemma":[0.001715619,0.000158329,0.0001928278,0.004990939,0.001149146,0.0004748321,0.001085354,0.0007408162,0.0003819702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02233662,"about_ca_system_score_gemma":0.05246363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962432,"about_ca_topic_score_gemma":0.9984591,"domain_scores_codex":[0.9990453,0.00008163827,0.00002451419,0.00008086218,0.0002740491,0.0004935579],"domain_scores_gemma":[0.9977651,0.0002097494,0.0001757027,0.0000815818,0.001077089,0.0006907971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003000736,0.0002278794,0.8306292,0.0002118853,0.0001414515,0.0005692781,0.02349005,0.0003781197,0.0007830601,0.02887215,0.05131779,0.06307913],"study_design_scores_gemma":[0.00001029775,0.00002938187,0.9551867,0.00008173011,0.00001504606,0.00008675815,0.01408428,0.0001852497,0.0001749614,0.0003685151,0.02975995,0.00001719038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477762,0.002535565,0.0002138912,0.00234965,0.00004986437,0.00007257183,0.01318417,0.00002035672,0.0337977],"genre_scores_gemma":[0.9711283,0.001312739,0.000260178,0.0004067125,0.000009897196,0.00003890746,0.00248616,0.000009651852,0.0243475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02233662,"threshold_uncertainty_score":0.1620643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0105634989575582,"score_gpt":0.2462693558609288,"score_spread":0.2357058569033706,"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."}}