{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.2657514,0.0009874946,0.004730605,0.004200656,0.0285915,0.03172677,0.005515281,0.02270363,0.01134507],"category_scores_gemma":[0.2731316,0.002038881,0.002182194,0.002657465,0.1946277,0.05578944,0.03868617,0.0316804,0.003069973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01332242,"about_ca_system_score_gemma":0.03917954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199558,"about_ca_topic_score_gemma":0.001967554,"domain_scores_codex":[0.6349396,0.2790533,0.01359606,0.02899107,0.03062346,0.01279661],"domain_scores_gemma":[0.585049,0.3081165,0.02542378,0.04556529,0.01562486,0.02022058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003854866,0.0001332087,0.0005454507,0.0002731504,0.00003481811,0.000111816,0.01730837,0.0002046134,0.0001104154,0.9690801,0.003045625,0.009113884],"study_design_scores_gemma":[0.00006533899,0.00006309356,0.0003129701,0.0005195625,0.00001424332,0.00008488191,0.008049228,0.0001826467,0.0001403318,0.9630939,0.02744699,0.00002676267],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02393852,0.008006589,0.1200855,0.6943958,0.00292261,0.00131602,0.0001539289,0.0003054713,0.1488756],"genre_scores_gemma":[0.8477148,0.003718308,0.07843249,0.0552029,0.001875182,0.00689534,0.0001801703,0.0002426721,0.005738015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9714085,"threshold_uncertainty_score":0.9054592,"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."}}