{"id":"W4405751598","doi":"10.29173/hsi450","title":"Infographic: Vaccine Development Process","year":2021,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Infographic; Process (computing); Computer science; Data mining; Programming language","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":[],"category_scores_codex":[0.001341857,0.0004385411,0.000276951,0.003290232,0.001226964,0.006902017,0.000519699,0.001872141,0.4062681],"category_scores_gemma":[0.02520992,0.0002966939,0.0003006674,0.004645432,0.0006764522,0.004476558,0.002021562,0.001305016,0.1093368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002122903,"about_ca_system_score_gemma":0.002953759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00683623,"about_ca_topic_score_gemma":0.006053768,"domain_scores_codex":[0.9991099,0.0003415904,0.00006249395,0.00008630205,0.0003173457,0.00008230885],"domain_scores_gemma":[0.9837435,0.009532313,0.0009953912,0.001362281,0.002693799,0.00167265],"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":[0.00005972334,0.00002813058,0.001127654,0.0002214998,0.000002093419,0.0000508874,0.0005553259,0.0001203932,0.0001233577,0.01251677,0.9470823,0.03811188],"study_design_scores_gemma":[0.00002360067,0.00001844459,0.002995215,0.000146082,0.000004726548,0.00005085653,0.0006295225,0.0002687592,0.000349998,0.004533825,0.9909682,0.00001069197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007133426,0.001021968,0.00555069,0.03494107,0.005704208,0.000575697,0.0850368,0.00692018,0.853116],"genre_scores_gemma":[0.122257,0.002820496,0.01117507,0.009703481,0.007157723,0.0009193254,0.0599252,0.005653916,0.7803878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4062681,"threshold_uncertainty_score":0.8468865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07805763388385584,"score_gpt":0.4211974413682635,"score_spread":0.3431398074844076,"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."}}