{"id":"W4281493631","doi":"10.23987/sts.115410","title":"Misdirection in Global Health","year":2022,"lang":"en","type":"article","venue":"Science & Technology Studies","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Astrobiology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01339236,0.0004422943,0.0005178566,0.001586364,0.005090082,0.01067066,0.0007529789,0.005226828,0.01864906],"category_scores_gemma":[0.0154083,0.0002042941,0.0003403674,0.002431261,0.02029098,0.01222385,0.006385697,0.005333386,0.001729611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004930753,"about_ca_system_score_gemma":0.01087417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007646059,"about_ca_topic_score_gemma":0.008865907,"domain_scores_codex":[0.99344,0.004199628,0.0002320461,0.0004268021,0.0009351252,0.0007664901],"domain_scores_gemma":[0.9892631,0.004761097,0.0008260037,0.001477663,0.001962305,0.001709749],"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":[0.00002926549,0.000049814,0.002957015,0.0002852923,0.00001767456,0.0001520956,0.01328749,0.00009917653,0.0001759611,0.8066912,0.1372974,0.03895763],"study_design_scores_gemma":[0.00001001668,0.00002890995,0.002004459,0.00057438,0.000008126914,0.00008323252,0.01672866,0.00006040029,0.0001139534,0.1926994,0.787673,0.00001545678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00968154,0.03375831,0.000551598,0.7113236,0.01081799,0.00001995347,0.0001171779,0.00003149533,0.2336983],"genre_scores_gemma":[0.5413169,0.04621531,0.001373056,0.2963608,0.01306317,0.0001353823,0.0001431222,0.0001251595,0.1012672],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9949099,"threshold_uncertainty_score":0.07082641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502332131271303,"score_gpt":0.374034372119449,"score_spread":0.3490110508067359,"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."}}