{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007193091,0.00006719262,0.00005583021,0.0001434471,0.0002396324,0.00008053421,0.00006410801,0.00008781428,0.00006156079],"category_scores_gemma":[0.0001520947,0.00006131313,0.00002528501,0.0001019319,0.00009833639,0.00001158667,0.00007987601,0.00009367096,0.00000323348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000232843,"about_ca_system_score_gemma":0.0002875314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0017359,"about_ca_topic_score_gemma":0.0007993512,"domain_scores_codex":[0.999062,0.00009829138,0.0001179854,0.0002196833,0.0001920689,0.0003099517],"domain_scores_gemma":[0.9993926,0.00006001637,0.00002878233,0.0001637103,0.0002731701,0.00008170627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002127114,0.00001796594,0.0002760564,0.00002184227,0.00002440209,0.000001716903,0.00005972011,8.827487e-7,0.2849743,0.08238881,0.5768238,0.05519776],"study_design_scores_gemma":[0.0005848977,0.0005255001,0.002089277,0.000002266004,0.000006678307,0.00001285474,0.002342473,0.000005719764,0.05286424,0.03076718,0.9107028,0.00009606703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8418798,0.0006284748,0.001308381,0.0154206,0.0001944951,0.0009821033,0.00004606299,0.00003219512,0.1395079],"genre_scores_gemma":[0.9373098,0.0004071923,0.003586031,0.0006255248,0.003265504,0.00004321067,0.0004003379,0.0000357342,0.05432665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.333879,"threshold_uncertainty_score":0.2624173,"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."}}