{"id":"W2955879617","doi":"10.24306/plnxt/43","title":"How power relationships are involved in research methods","year":2019,"lang":"en","type":"article","venue":"plaNext - Next Generation Planning","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Forester; Extant taxon; Power (physics); Value (mathematics); Range (aeronautics); Sociology; Engineering ethics; Computer science; Engineering; Ecology","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008363412,0.0001788513,0.0003208753,0.0006503097,0.001568635,0.0001044734,0.0002572116,0.0003704382,0.0005665611],"category_scores_gemma":[0.001848197,0.0001757849,0.00002846311,0.0006749387,0.00002889919,0.0004467716,0.0001794298,0.002905734,0.0008068884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004095119,"about_ca_system_score_gemma":0.0006377963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002292118,"about_ca_topic_score_gemma":0.001152201,"domain_scores_codex":[0.9920176,0.005683088,0.0006276666,0.000379716,0.0004778681,0.0008140464],"domain_scores_gemma":[0.9949253,0.003787931,0.0002313984,0.0005438626,0.0002770326,0.0002344402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001277038,0.00007073513,0.8974933,0.0002695763,0.00001617613,0.00001950585,0.02758482,0.0005507826,0.009914575,0.003689159,0.05872196,0.001541686],"study_design_scores_gemma":[0.002585418,0.0001678556,0.402793,0.001134983,0.000007797596,0.000006047462,0.1123149,0.02407264,0.0003289297,0.001790361,0.4540967,0.0007013975],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724908,0.001093068,0.001342407,0.007376354,0.00131847,0.001664223,0.00001315627,0.0001182226,0.01458324],"genre_scores_gemma":[0.9717028,0.00005001573,0.01899914,0.001580877,0.0002747355,0.0002497895,0.0004639757,0.00003300319,0.00664564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4947004,"threshold_uncertainty_score":0.9999711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7631395051808688,"score_gpt":0.5888193808255229,"score_spread":0.1743201243553459,"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."}}