{"id":"W7103340691","doi":"","title":"Research Paradigms","year":2014,"lang":"","type":"article","venue":"The Institutional Repository at DePaul University (DePaul University)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Immigration; Health care; Public policy; Public health; Inequality; Health policy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06779669,0.001178631,0.001221177,0.003544339,0.004638461,0.009163628,0.003793936,0.004660687,0.04533375],"category_scores_gemma":[0.09605589,0.0006882432,0.001200356,0.004540226,0.00891063,0.007269327,0.004746441,0.005976252,0.0103208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005569473,"about_ca_system_score_gemma":0.01561615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123475,"about_ca_topic_score_gemma":0.00305177,"domain_scores_codex":[0.9450352,0.03932545,0.002931759,0.006616005,0.004785196,0.001306345],"domain_scores_gemma":[0.9246606,0.04271045,0.004391237,0.01375225,0.01082888,0.003656439],"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":[0.0003621744,0.0002717598,0.002197178,0.00317176,0.0000925424,0.0002288719,0.01228373,0.000244646,0.0003789548,0.8178703,0.07955259,0.08334567],"study_design_scores_gemma":[0.0003805187,0.0003049075,0.001724401,0.006684949,0.0001136865,0.0003602164,0.01447101,0.0004325805,0.0003147309,0.3761614,0.5990082,0.00004341628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01441241,0.02462421,0.1513359,0.1353527,0.0179805,0.0265505,0.004945697,0.0004546421,0.6243434],"genre_scores_gemma":[0.2314322,0.0314563,0.2741826,0.103935,0.009671108,0.2441926,0.004847861,0.0004590147,0.09982324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06779669,"threshold_uncertainty_score":0.3585474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03551205282225586,"score_gpt":0.2812127356609918,"score_spread":0.2457006828387359,"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."}}