{"id":"W3025914926","doi":"10.33596/coll.39","title":"The Internal-External Dynamic: Using Research to Inform Government Policy about Poverty in Canada","year":2020,"lang":"en","type":"article","venue":"Collaborations A Journal of Community-Based Research and Practice","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Bureaucracy; Government (linguistics); Public relations; Qualitative research; Poverty; Political science; Politics; Public policy; Public administration; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0669579,0.0004647938,0.0007751291,0.004677385,0.04528685,0.02682635,0.003468712,0.003480841,0.003618136],"category_scores_gemma":[0.0763156,0.0006217225,0.000579451,0.008754707,0.0374135,0.008491371,0.02561247,0.006127806,0.0002264817],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2469095,"about_ca_system_score_gemma":0.5526727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9498156,"about_ca_topic_score_gemma":0.9642256,"domain_scores_codex":[0.9187083,0.05136164,0.002604469,0.002527404,0.01253735,0.01226086],"domain_scores_gemma":[0.9165472,0.0443304,0.003652935,0.003627807,0.01758519,0.01425649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004907842,0.00007832977,0.02196147,0.0007330664,0.0000513829,0.001422529,0.7874277,0.0007403404,0.0006606809,0.09414528,0.01297421,0.07975586],"study_design_scores_gemma":[0.00001298955,0.00004361692,0.01148182,0.001902144,0.00004186594,0.0001262146,0.7677865,0.0007259511,0.0004921076,0.02137833,0.195923,0.00008548742],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3810224,0.01149677,0.01147815,0.3335949,0.0006833798,0.00110692,0.0003490975,0.0001940208,0.2600744],"genre_scores_gemma":[0.9783844,0.002958402,0.00518428,0.006715207,0.00003410572,0.0001762299,0.0000677119,0.00005725486,0.006422489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9547132,"threshold_uncertainty_score":0.8734782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4066710213092987,"score_gpt":0.5721715667754724,"score_spread":0.1655005454661738,"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."}}