{"id":"W2402040036","doi":"10.17351/ests2016.85","title":"Care and Solidarity Are Conditions for Interventionist Research","year":2016,"lang":"en","type":"article","venue":"Engaging Science Technology and Society","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Solidarity; Power (physics); Action (physics); Sociology; Political science; Research ethics; Epistemology; Public relations; Engineering ethics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch","sts"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006848974,0.00006721642,0.0001168751,0.0003605885,0.01117482,0.00002949129,0.0002736159,0.0001428392,0.00003173145],"category_scores_gemma":[0.003344221,0.00004971595,0.00002700497,0.001253778,0.005311304,0.0003022251,0.0003031625,0.0005254979,0.00001378071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276781,"about_ca_system_score_gemma":0.0005671268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002202508,"about_ca_topic_score_gemma":0.00005803456,"domain_scores_codex":[0.9981469,0.0002309229,0.0002597483,0.0003969986,0.0002395637,0.0007258492],"domain_scores_gemma":[0.9973419,0.001607822,0.0001082956,0.0002230647,0.0005831746,0.0001357657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006701735,0.00002460235,0.3643799,0.0005960324,0.00001161901,8.273965e-7,0.07896435,1.138888e-7,0.02561024,0.4901653,0.0200906,0.02014975],"study_design_scores_gemma":[0.002622304,0.0003199238,0.1464712,0.0008411156,0.00001249508,0.000009330227,0.6225809,0.0001843682,0.002962766,0.1201096,0.1035429,0.0003430405],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407855,0.00007845984,0.004127697,0.05300102,0.0002039163,0.0006850928,0.00009150343,0.0001649401,0.0008618755],"genre_scores_gemma":[0.9951243,0.00006078778,0.002717609,0.001286897,0.00004286352,0.0003094469,7.547678e-7,0.000004991987,0.0004522996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5436166,"threshold_uncertainty_score":0.9973957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5351337359155328,"score_gpt":0.6988358515948896,"score_spread":0.1637021156793568,"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."}}