{"id":"W6984804343","doi":"","title":"","year":2021,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Variety (cybernetics); Perspective (graphical); Discipline; Public policy; Performativity","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007854541,0.0004266402,0.000393284,0.0007840971,0.003186729,0.007261609,0.0005223097,0.001940691,0.04714247],"category_scores_gemma":[0.001334994,0.0001694894,0.0002739303,0.001328158,0.005322154,0.004250999,0.003096532,0.001929982,0.01803895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002580197,"about_ca_system_score_gemma":0.002797178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00355597,"about_ca_topic_score_gemma":0.008856948,"domain_scores_codex":[0.9991092,0.0003494087,0.00002904195,0.0001132384,0.0003124231,0.0000867159],"domain_scores_gemma":[0.999572,0.0001419275,0.00003165098,0.00005717756,0.00009142813,0.0001057945],"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":[0.00001346403,0.00002542787,0.0005889283,0.0002501325,0.000009098494,0.0001129491,0.01186828,0.0001509942,0.0003245387,0.451172,0.3705171,0.1649672],"study_design_scores_gemma":[9.326542e-7,0.000005621144,0.0003389135,0.0001404989,8.744905e-7,0.00004993562,0.001629771,0.00002239959,0.00003595788,0.01649688,0.9812754,0.000002776918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002751958,0.01731866,0.002310461,0.02263727,0.002895834,0.0000608716,0.000225172,0.0001491153,0.9516507],"genre_scores_gemma":[0.05003389,0.02395267,0.003877626,0.007613543,0.001349432,0.0001372473,0.0003442721,0.0001938181,0.9124976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9528576,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317407739161415,"score_gpt":0.4866092570083922,"score_spread":0.3548684830922507,"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."}}