{"id":"W2103288000","doi":"10.21971/p77c7x","title":"Public Attitudes in Canada Toward Unmarried Mothers, 1950-1996","year":2008,"lang":"en","type":"article","venue":"Crossing boundaries","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shame; Stigma (botany); Social stigma; Psychology; Social psychology; Gender studies; Sociology; Political science; Medicine; Psychiatry; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.000325111,0.0001840365,0.0002933904,0.00003868969,0.02080346,0.00710917,0.0003245871,0.00009014184,0.000164286],"category_scores_gemma":[0.0008677249,0.0001638332,0.00005917543,0.000395426,0.01494579,0.0005612831,0.0000912235,0.0002175931,0.00001202736],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002409108,"about_ca_system_score_gemma":0.02052313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929957,"about_ca_topic_score_gemma":0.9983581,"domain_scores_codex":[0.9979596,0.0001412955,0.0002751073,0.0002939485,0.0006154801,0.0007146124],"domain_scores_gemma":[0.9993207,0.0001435,0.00009943195,0.0001417409,0.0001546897,0.0001398739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001206136,0.00002643371,0.7744941,0.00001975953,0.00003464339,0.00004684961,0.2126767,0.00001011778,0.00003393324,0.00687072,0.003997001,0.001777608],"study_design_scores_gemma":[0.0002372601,0.000006613406,0.3692295,0.0000226033,0.000004125481,0.000001868261,0.00986285,0.000005648025,0.00004239749,0.0002834177,0.6200709,0.0002328727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845691,0.00126362,0.00001823483,0.008958811,0.0007512213,0.0001852196,0.00001377078,0.0001023632,0.004137636],"genre_scores_gemma":[0.9972879,0.00003254088,0.0004092885,0.0005096426,0.0001939714,0.00001611036,0.000004207946,0.00001481225,0.001531557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6160738,"threshold_uncertainty_score":0.9939215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08800606726244363,"score_gpt":0.3115716632683954,"score_spread":0.2235655960059518,"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."}}