{"id":"W7082149055","doi":"10.11575/prism/49012","title":"Welcoming Newcomers with Open Arms: CBE Welcome Centre Partnerships","year":2021,"lang":"en","type":"other","venue":"Open MIND","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Government (linguistics); Cultural diversity; Diversity (politics); Variety (cybernetics); Language barrier; Refugee; Professional development; Best practice","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02132419,0.001423362,0.0007559976,0.001913725,0.0134202,0.0247889,0.004478056,0.008193891,0.2182312],"category_scores_gemma":[0.02976659,0.0009333227,0.0009441017,0.001661502,0.004718219,0.01127114,0.04377909,0.01242243,0.0594167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004080918,"about_ca_system_score_gemma":0.02666696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004483934,"about_ca_topic_score_gemma":0.01398584,"domain_scores_codex":[0.9821354,0.007677027,0.0004612388,0.001425425,0.003950137,0.004350652],"domain_scores_gemma":[0.9082406,0.007638183,0.001703067,0.003204138,0.007029015,0.07218502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004044136,0.000640875,0.0009754798,0.0009114015,0.00003126293,0.002433949,0.02245271,0.0001742408,0.002028288,0.02799453,0.8245662,0.1173867],"study_design_scores_gemma":[0.0000369907,0.00005972118,0.0003081106,0.0002249765,0.000002995623,0.0001925508,0.009272696,0.00004211811,0.0001395317,0.002040784,0.9876474,0.00003208776],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03055921,0.01330205,0.02705099,0.183327,0.0586219,0.007035119,0.002918542,0.005628479,0.6715568],"genre_scores_gemma":[0.1268272,0.006915315,0.0347621,0.05302414,0.006123346,0.005690575,0.002564052,0.004449505,0.7596437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9955161,"threshold_uncertainty_score":0.7300562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09472453731866455,"score_gpt":0.2971404777813467,"score_spread":0.2024159404626821,"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."}}