{"id":"W4317815035","doi":"10.14738/assrj.101.13806","title":"Bringing Relationships out of the Shadows: Relationship Building as a Foundational Social Resource and Mediator of Context","year":2023,"lang":"en","type":"article","venue":"Advances in Social Sciences Research Journal","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Warrant; Argument (complex analysis); Context (archaeology); Public relations; Resource (disambiguation); Inclusion (mineral); Sociology; Political science; Knowledge management; Business; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01756915,0.00008332694,0.000200896,0.0004378311,0.007572257,0.0001447469,0.0006549881,0.0001292,0.00007693487],"category_scores_gemma":[0.008071854,0.00007092999,0.00008913719,0.003229239,0.00413383,0.0009296297,0.000203786,0.0007973197,0.000006815026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000245574,"about_ca_system_score_gemma":0.001449663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001841645,"about_ca_topic_score_gemma":0.00122148,"domain_scores_codex":[0.9947579,0.001580341,0.0005172382,0.0002071572,0.002353061,0.0005843386],"domain_scores_gemma":[0.996885,0.002287916,0.0003331766,0.00004963764,0.0003517977,0.00009248073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001417082,0.00001425059,0.6942633,0.00001039207,0.000006136094,0.000002047066,0.09755643,0.00001492334,0.000034059,0.1996984,0.0006291144,0.007756768],"study_design_scores_gemma":[0.0004393764,0.0000382303,0.572175,0.0001386087,0.000007465443,0.000001971489,0.1907286,0.00006503048,0.00003457435,0.1819975,0.05420157,0.0001721184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346188,0.0005440654,0.00003408484,0.00716152,0.0004225705,0.0002671837,0.000005832344,0.00001931499,0.05692657],"genre_scores_gemma":[0.9979706,0.0002919157,0.0002204544,0.00002553169,0.0005665079,0.00001015507,0.000001157502,0.00000662177,0.0009070142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1220884,"threshold_uncertainty_score":0.9985763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2278248235588037,"score_gpt":0.4921180520543956,"score_spread":0.2642932284955919,"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."}}