{"id":"W2338019533","doi":"10.1177/1066480716628583","title":"Authenticating Family","year":2016,"lang":"en","type":"article","venue":"The Family Journal","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of New Brunswick","funders":"Family Process Institute","keywords":"Stepfamily; Lesbian; Thriving; Heterosexism; Pride; Psychology; CONTEST; Negotiation; Social psychology; Sociology; Gender studies; Political science","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":[0.005959879,0.000444037,0.0002677995,0.0009790844,0.01211654,0.005766424,0.00145052,0.00229715,0.03070383],"category_scores_gemma":[0.01393949,0.0002428804,0.0004695457,0.000489983,0.006504929,0.006459939,0.009957752,0.003133413,0.005859244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003387133,"about_ca_system_score_gemma":0.008396946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00385285,"about_ca_topic_score_gemma":0.004636577,"domain_scores_codex":[0.995196,0.002896207,0.0001864322,0.0004435389,0.0006339254,0.0006439107],"domain_scores_gemma":[0.9927678,0.001401445,0.0005918093,0.001593285,0.001463557,0.002182061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001131688,0.0002224723,0.009291696,0.0001914209,0.00001468765,0.002726251,0.3160516,0.0004080783,0.001822817,0.2942029,0.08843014,0.2865248],"study_design_scores_gemma":[0.00001254936,0.00009830383,0.002499973,0.0003542086,0.000007082176,0.002577241,0.09672201,0.0002634578,0.001022216,0.04686375,0.8495343,0.00004472642],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1249776,0.001552222,0.07754032,0.03152984,0.001714565,0.001157264,0.0003816012,0.00071372,0.760433],"genre_scores_gemma":[0.7621847,0.00132962,0.03564576,0.003879239,0.0002019291,0.0005402252,0.0003181641,0.0002250002,0.1956754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03070383,"threshold_uncertainty_score":0.1027146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06568132820822631,"score_gpt":0.3720863370035432,"score_spread":0.3064050087953169,"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."}}