{"id":"W1566380626","doi":"","title":"Incrementalism, Civil Unions, and the Possibility of Predicting Legal Recognition of Same-Sex Marriage","year":2010,"lang":"en","type":"article","venue":"Duke journal of gender law & policy","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Incrementalism; Legalization; Lesbian; Politics; Variety (cybernetics); Political science; State (computer science); Same sex; Law; Sociology; Gender studies","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":[],"consensus_categories":[],"category_scores_codex":[0.001758537,0.00009815778,0.0003773488,0.0001517924,0.00008168077,0.000009167353,0.0001088693,0.0001003453,0.00002489686],"category_scores_gemma":[0.001390847,0.00006087297,0.000103941,0.0001752843,0.0006391009,0.0001355854,0.00006412616,0.000544036,4.028813e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003800994,"about_ca_system_score_gemma":0.0002764778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806811,"about_ca_topic_score_gemma":0.0001434977,"domain_scores_codex":[0.9986521,0.0001173847,0.0006548289,0.0001275948,0.0002811918,0.0001668741],"domain_scores_gemma":[0.9985189,0.0001335441,0.0006285601,0.0003073392,0.0003184579,0.00009314586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005737421,0.001184403,0.3450424,0.002047342,0.0008790882,0.00005850744,0.009469106,0.000002219565,0.2559753,0.3181293,0.001696652,0.0597783],"study_design_scores_gemma":[0.01668962,0.002050858,0.5415127,0.0004829974,0.0006850423,0.003613496,0.01006536,0.00006100653,0.2936082,0.1194374,0.01146998,0.0003233697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836734,0.0004554031,0.00002195369,0.004589651,0.0001469718,0.0002509938,0.00002238754,0.00001349371,0.01082573],"genre_scores_gemma":[0.9978479,0.0002668758,0.0009227883,0.0004752115,0.0004370605,0.000002266435,0.000002913357,0.000009089696,0.00003594057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1986918,"threshold_uncertainty_score":0.273137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03270497570100257,"score_gpt":0.3219999439512267,"score_spread":0.2892949682502242,"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."}}