{"id":"W4403835676","doi":"10.61959/sxof3911e","title":"Polyamory in Canada: Research on an Emerging Family Structure","year":2017,"lang":"en","type":"report","venue":"","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genealogy; History","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004022889,0.0001466323,0.000269999,0.0003310106,0.001347602,0.000164065,0.0007215794,0.0004038996,0.001115702],"category_scores_gemma":[0.002484227,0.0001317739,0.00003085128,0.0002371397,0.0001418296,0.0001535107,0.00007072801,0.001491525,0.00001236252],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003047233,"about_ca_system_score_gemma":0.05774166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9992434,"about_ca_topic_score_gemma":0.9998882,"domain_scores_codex":[0.9950883,0.0007627385,0.0002774405,0.0004085688,0.002880367,0.0005825741],"domain_scores_gemma":[0.9982473,0.0003824731,0.0001345643,0.0005852312,0.0004172379,0.0002331753],"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":[0.00002958173,0.00005094794,0.04543185,0.00009699543,0.00005236195,0.0006583378,0.009920114,0.00007176403,0.00002572446,0.02781987,0.8041815,0.111661],"study_design_scores_gemma":[0.00007864155,0.0000287954,0.04761704,0.00009593651,0.000005690522,0.00000103284,0.02156885,0.00002239337,0.000003068084,0.002344167,0.9279544,0.0002799667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0721902,0.000316311,8.519031e-7,0.0006318365,0.001530258,0.0002739132,0.00003474105,0.000017224,0.9250047],"genre_scores_gemma":[0.8442364,0.0004999218,0.0000161859,0.00008224601,0.001133566,0.000008399605,0.00005404005,0.00001837918,0.1539509],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7720462,"threshold_uncertainty_score":0.9999525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.417159739112242,"score_gpt":0.5154524927891735,"score_spread":0.09829275367693152,"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."}}