{"id":"W4414104563","doi":"10.1016/j.diggeo.2025.100141","title":"Technology mediated care as infrastructure: the role of social media in supporting international migrants settling in New Zealand small towns","year":2025,"lang":"en","type":"article","venue":"Digital Geography and Society","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social media; Service (business); New media; Host (biology); Service provider; Best practice","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001796374,0.00007647988,0.0001243476,0.0001379512,0.0001252897,0.0000795543,0.0001646099,0.0001764094,0.00001613739],"category_scores_gemma":[0.0002018917,0.0000647093,0.00009144356,0.0009047979,0.0002850686,0.0001156058,0.00005118834,0.000189718,2.360438e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002499177,"about_ca_system_score_gemma":0.0001933636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006581483,"about_ca_topic_score_gemma":0.02557521,"domain_scores_codex":[0.9992722,0.00002438534,0.0002276568,0.0001390088,0.0001502509,0.0001864589],"domain_scores_gemma":[0.9996409,0.0001265672,0.00008311203,0.00004800453,0.00007056435,0.00003086531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007507987,0.00001640644,0.7532008,0.000005272054,0.00002746178,8.059848e-7,0.1993898,0.00000906798,0.00002196402,0.01614186,0.0001551446,0.03102389],"study_design_scores_gemma":[0.0008787998,0.00001295052,0.3355271,0.00004966975,0.00001249488,4.981011e-7,0.5778359,0.0004109767,0.00003292346,0.0397598,0.04530818,0.0001707108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917403,0.0003303684,0.000007256735,0.0016537,0.00009633959,0.0001098417,0.00005959203,0.00002534428,0.005977199],"genre_scores_gemma":[0.9994434,0.0001815455,0.00004494649,0.0001391574,0.00003316899,0.000003731089,0.00006931089,0.00000296254,0.0000817871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4176737,"threshold_uncertainty_score":0.9922055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003179144059478787,"score_gpt":0.2390054229917541,"score_spread":0.2358262789322754,"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."}}