{"id":"W3176888086","doi":"10.18357/kula.135","title":"More Than Personal Communication","year":2021,"lang":"en","type":"article","venue":"KULA knowledge creation dissemination and preservation studies","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Citation; General partnership; Sociology; Traditional knowledge; Element (criminal law); Public relations; Engineering ethics; Political science; Engineering; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007933105,0.000125561,0.0001748144,0.0001208022,0.005368914,0.0001603245,0.0001090566,0.0001140005,0.0002289348],"category_scores_gemma":[0.0002208049,0.0001193446,0.00004517907,0.0004921759,0.0003233021,0.0006576333,0.000007615653,0.0001018997,0.00003368994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729357,"about_ca_system_score_gemma":0.001489648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002332452,"about_ca_topic_score_gemma":0.1634586,"domain_scores_codex":[0.9984395,0.0004983865,0.0002997512,0.0002531561,0.000293959,0.000215286],"domain_scores_gemma":[0.9966533,0.0006853877,0.0001505155,0.0001839409,0.002222683,0.0001042109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004937919,0.0001160573,0.00813954,0.00007566003,0.00003914839,2.092856e-7,0.8463482,5.667787e-7,0.00001958133,0.139701,0.00272959,0.002825567],"study_design_scores_gemma":[0.0001889291,0.00001063184,0.07594767,0.0001425778,0.00003556632,0.00000155903,0.1408725,0.0002062163,0.0003286667,0.003287269,0.7787961,0.0001823054],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.476519,0.0161913,0.0001884714,0.01021861,0.0003641202,0.0006189324,0.000008628527,0.0001407229,0.4957502],"genre_scores_gemma":[0.6802298,0.04281681,0.0004473057,0.00005667387,0.0002729103,0.00004644514,0.0003101334,0.00001325763,0.2758067],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7760665,"threshold_uncertainty_score":0.995926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05289270722212332,"score_gpt":0.4200485135901257,"score_spread":0.3671558063680024,"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."}}