{"id":"W1529861590","doi":"10.1108/02610150910947799","title":"Cutting edge couples","year":2009,"lang":"en","type":"article","venue":"Equal Opportunities International","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Appeal; Originality; Politics; Sociology; Institution; Value (mathematics); Social psychology; Psychology; Gender studies; Law; Political science; Qualitative research; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003022912,0.0001344872,0.000134135,0.0002025685,0.0001474898,0.00008997534,0.0004181294,0.00009339594,0.008354515],"category_scores_gemma":[0.00007373329,0.0001415758,0.00008135256,0.00005561761,0.00008623486,0.0002037517,0.00006499919,0.0001932747,0.0007053021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008017047,"about_ca_system_score_gemma":0.0001106112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005118444,"about_ca_topic_score_gemma":0.00002367342,"domain_scores_codex":[0.9987352,0.00006420793,0.0003519278,0.0002023787,0.0003321887,0.0003141321],"domain_scores_gemma":[0.9992722,0.0001100392,0.000138822,0.0002048058,0.0001318975,0.0001422258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003780521,0.000155923,0.004516413,0.00001717877,0.00005667286,0.0000955047,0.001193938,0.000002861815,0.00002519027,0.6999819,0.1895768,0.1043398],"study_design_scores_gemma":[0.001255601,0.0003363813,0.06317119,0.00003205423,0.00004073555,0.0001970995,0.002300695,0.0002670154,0.0000187336,0.04723679,0.8846121,0.0005316374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06435376,0.0003556412,0.000712066,0.01457966,0.004942534,0.00009196273,0.00008623774,0.000142081,0.914736],"genre_scores_gemma":[0.8673884,0.0002422126,0.0001414897,0.006914529,0.002738266,0.00001123228,0.0001471635,0.00001631883,0.1224003],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8030347,"threshold_uncertainty_score":0.992552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1831607928935697,"score_gpt":0.4219908117482296,"score_spread":0.2388300188546599,"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."}}