{"id":"W4411659624","doi":"10.51847/x2cqus7","title":"10.51847/x2Cqus7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malaria; Biology; Virology; Environmental health; Geography; Medicine; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008768737,0.001768163,0.0007925331,0.002501081,0.001832461,0.003131026,0.001505525,0.003539568,0.9835435],"category_scores_gemma":[0.001086475,0.000547472,0.0009386628,0.001696819,0.001041048,0.001764998,0.002866942,0.001415832,0.9836329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111634,"about_ca_system_score_gemma":0.0007697358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004025746,"about_ca_topic_score_gemma":0.004313618,"domain_scores_codex":[0.9993741,0.00006191929,0.0000562469,0.0001561127,0.0002265203,0.0001251777],"domain_scores_gemma":[0.9985414,0.0001975016,0.00006833908,0.000236367,0.0004992487,0.0004572036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000326999,0.0003264494,0.00148593,0.0003468631,0.00002167524,0.0004082822,0.0000917129,0.0002770319,0.003367682,0.004449401,0.3313742,0.6575238],"study_design_scores_gemma":[0.00004503868,0.00006251183,0.001148402,0.0002068615,0.000006132031,0.0002969099,0.00008159777,0.0002061586,0.0005702737,0.0006853934,0.9966745,0.00001613167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009848754,0.0002958915,0.0008585047,0.0006271204,0.0005233392,0.0001204878,0.001316744,0.001426155,0.993847],"genre_scores_gemma":[0.001446405,0.0001132447,0.000442079,0.0002981682,0.00006261305,0.00004399597,0.0007546712,0.0002029181,0.996636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01645648,"threshold_uncertainty_score":0.02347308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05233886286919404,"score_gpt":0.3645458150357879,"score_spread":0.3122069521665939,"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."}}