{"id":"W6977456114","doi":"10.6084/m9.figshare.23703417","title":"Canadian Collaboration for Immigrant and Refugee Health Power of Sharing Newcomer Stories Program","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Outreach; Transformative learning; Global health; Equity (law); Health equity; Immigration; Health care","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001367161,0.00009541372,0.0002038011,0.0001123062,0.0003449701,0.00005266318,0.0001995373,0.0001167051,0.00701386],"category_scores_gemma":[0.002083504,0.00009190137,0.00002873048,0.0002287066,0.00002635599,0.0000207411,0.00004132297,0.00005657639,0.00002277826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663391,"about_ca_system_score_gemma":0.0007646757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5322547,"about_ca_topic_score_gemma":0.9842111,"domain_scores_codex":[0.9993213,0.00003424607,0.0001391535,0.0001585686,0.0001322477,0.0002145006],"domain_scores_gemma":[0.9992136,0.0001183891,0.0001823492,0.0002039961,0.000180013,0.0001016005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001289594,0.000006373586,0.00008202068,0.0001803608,0.00003247262,4.128647e-7,0.03689735,4.939119e-8,1.316429e-8,0.00116616,0.958902,0.002731495],"study_design_scores_gemma":[0.00007096826,0.00002913125,0.0003119158,0.001006434,0.000006144022,3.848925e-8,0.01106317,0.000001244386,1.630099e-7,0.00005027108,0.9873664,0.00009414056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003766512,0.02938173,5.355789e-7,0.003009093,0.001013932,0.004691982,0.4667206,0.0009522131,0.4941922],"genre_scores_gemma":[0.01593836,0.001920534,0.001755842,0.0004469042,0.00224773,0.002931857,0.07559263,0.0009251317,0.898241],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4519565,"threshold_uncertainty_score":0.9938939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05583622231815173,"score_gpt":0.3932599087331446,"score_spread":0.3374236864149929,"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."}}