{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001059168,0.0001278582,0.0001460796,0.0001017428,0.0005601029,0.0001283242,0.0005869502,0.00008716215,0.0007135527],"category_scores_gemma":[0.0001000637,0.00006344396,0.000123264,0.0001303684,0.0001551163,0.0001878704,0.00005889915,0.0003802904,0.004264135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007466193,"about_ca_system_score_gemma":0.0001118241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005298728,"about_ca_topic_score_gemma":0.00001000693,"domain_scores_codex":[0.998344,0.000332474,0.0003676339,0.0001542826,0.0002691003,0.000532512],"domain_scores_gemma":[0.9988033,0.0002592301,0.0002120979,0.0004357802,0.00009768508,0.0001919501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001231973,0.0001645174,0.05990313,0.00003875386,0.0002073103,0.00008104849,0.00559441,5.609063e-7,0.01444773,0.04159051,0.6760878,0.201761],"study_design_scores_gemma":[0.001479053,0.0001428921,0.8767669,0.00004792443,0.0001029268,0.0005883244,0.001272893,0.00000359922,0.00001327865,0.03095944,0.08839019,0.0002326291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7824853,0.002079866,0.001191736,0.01318309,0.003292657,0.0001040742,0.000008993581,0.00005343977,0.1976008],"genre_scores_gemma":[0.9483712,0.0007503178,0.0001157205,0.003743712,0.002804032,0.000007215348,3.413615e-7,0.00003289821,0.04417459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8168637,"threshold_uncertainty_score":0.9965112,"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."}}