{"id":"W7066304922","doi":"","title":"Inclusive Communication Platform for Immigrant Pregnant Women","year":2021,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Multiculturalism; Health care; Language barrier; Maternity care; Cultural diversity; Ethnic group","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002142295,0.000872617,0.001352872,0.003975436,0.003761318,0.0006114485,0.007554275,0.001355557,0.0000899877],"category_scores_gemma":[0.0001761807,0.00110515,0.0004917557,0.003822315,0.001726963,0.00120794,0.005717819,0.00209856,0.0003315783],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009275459,"about_ca_system_score_gemma":0.003669694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518769,"about_ca_topic_score_gemma":0.007535246,"domain_scores_codex":[0.9915956,0.00230428,0.0004258782,0.00196167,0.001721182,0.001991425],"domain_scores_gemma":[0.9928383,0.0006513733,0.0008425135,0.002981987,0.001660524,0.001025303],"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":[0.001960637,0.0006350877,0.0001054693,0.0004115375,0.001262509,0.00159386,0.00223031,0.00001052079,0.001764499,0.8510634,0.1382615,0.0007006955],"study_design_scores_gemma":[0.004801219,0.0004809797,0.0001059786,0.002140295,0.0002140775,0.00004126495,0.01816486,0.000117255,0.0005490634,0.000116933,0.9721039,0.001164194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001744947,0.0009643146,0.0001865666,0.00021418,0.0002684919,0.005152873,0.0009937419,0.00038776,0.9900872],"genre_scores_gemma":[0.004249503,0.001502014,0.001393971,0.00002288913,0.0001797387,0.00001343848,0.001086914,0.0007828621,0.9907687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8509465,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05828191907629914,"score_gpt":0.3215257903572973,"score_spread":0.2632438712809981,"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."}}