{"id":"W2172946591","doi":"10.3138/jcfs.47.1.17","title":"Marriage, Cohabitation and LAT Relationships","year":2016,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"European Socioeconomic and Political Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohabitation; Christianity; Gender studies; History; Sociology; Genealogy; Political science; Ethnology; Law; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006121359,0.0000988217,0.0004843491,0.00008932748,0.0001564253,0.00001778587,0.00006808705,0.00002443208,0.00001385579],"category_scores_gemma":[0.00029369,0.00006771311,0.00007210027,0.00004823742,0.0002579101,0.0002442744,0.00004471282,0.0001040658,0.0001876191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008016972,"about_ca_system_score_gemma":0.00000712769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001635078,"about_ca_topic_score_gemma":0.00000270475,"domain_scores_codex":[0.9990615,0.00005913209,0.0006170215,0.0001100325,0.00002710613,0.0001252051],"domain_scores_gemma":[0.9985989,0.0006747292,0.000474143,0.00006087913,0.0001362611,0.00005503743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003790113,0.00002949943,0.4231937,0.00001545641,0.0005455405,0.000003420449,0.004897174,0.000003508636,0.00003940338,0.5508994,0.0200249,0.0003100984],"study_design_scores_gemma":[0.0007462829,0.0001589144,0.7900129,0.00006455023,0.00001676329,0.000004845942,0.003509544,0.000004609828,0.00001472342,0.1573687,0.04796985,0.0001282766],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420778,0.03186516,0.001259361,0.002036554,0.0003535563,0.00005790569,0.00002456659,0.000006596231,0.02231851],"genre_scores_gemma":[0.9942788,0.003594775,0.000464433,0.0001811725,0.0001659866,0.000002040296,1.409308e-7,0.000005779357,0.001306897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3935307,"threshold_uncertainty_score":0.2761261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2926185683090273,"score_gpt":0.3289924416355545,"score_spread":0.0363738733265272,"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."}}