{"id":"W7101105459","doi":"","title":"Beyond “misery research”-- new opportunities for implementation research, policy and practice1","year":2006,"lang":"en","type":"article","venue":"","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Litany; Process (computing); Period (music); Quarter (Canadian coin); Policy analysis; Public 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3374025,0.001312246,0.002941874,0.006772987,0.0111649,0.03533953,0.005459645,0.01684413,0.007054941],"category_scores_gemma":[0.2503748,0.001257417,0.001666173,0.007135863,0.09861005,0.08768589,0.02038698,0.02064567,0.001055588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01947322,"about_ca_system_score_gemma":0.05406519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002551291,"about_ca_topic_score_gemma":0.003601891,"domain_scores_codex":[0.682788,0.2822938,0.004936947,0.005036387,0.01815961,0.006785338],"domain_scores_gemma":[0.4835831,0.4422013,0.01126692,0.03213968,0.01921103,0.01159797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008744936,0.000259432,0.001343908,0.001506702,0.00004603672,0.0001847474,0.03166657,0.0004573752,0.0001116476,0.8537622,0.01897505,0.09159895],"study_design_scores_gemma":[0.00005557333,0.0001809914,0.000934904,0.003819556,0.00001636957,0.0001726103,0.04928537,0.00058844,0.0002126848,0.8259527,0.1187142,0.00006659285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008468385,0.08739355,0.03552048,0.8210773,0.003368393,0.0003477999,0.00006232543,0.0001222351,0.04363951],"genre_scores_gemma":[0.6868051,0.09177335,0.08082845,0.1192083,0.007575871,0.002499165,0.0001296858,0.0002870034,0.01089321],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3374025,"threshold_uncertainty_score":0.8171008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1616704761149356,"score_gpt":0.4499299116266852,"score_spread":0.2882594355117497,"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."}}