{"id":"W6926983796","doi":"10.25446/oxford.25781829.v1","title":"53907: Canadian Pioneers","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.001408449,0.001106345,0.0004642208,0.002347709,0.005182947,0.004505154,0.001324132,0.00226142,0.4538738],"category_scores_gemma":[0.002295481,0.0003925358,0.0005168304,0.002510931,0.001723903,0.001682668,0.002859206,0.002747408,0.1375401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01012861,"about_ca_system_score_gemma":0.02661186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5576567,"about_ca_topic_score_gemma":0.8480146,"domain_scores_codex":[0.9988232,0.00005422702,0.00002147372,0.0001302035,0.0006866882,0.000284184],"domain_scores_gemma":[0.9968593,0.000103736,0.00004439324,0.00009955071,0.001221279,0.001671662],"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":[0.00002911374,0.000008869295,0.0001641749,0.00006882247,0.000002225334,0.0001105522,0.0001320238,0.00005812969,0.0004531879,0.007676713,0.9407609,0.05053534],"study_design_scores_gemma":[0.000001555447,0.000002153741,0.0001381184,0.00001517924,5.700808e-7,0.00002249839,0.00004065575,0.000009584454,0.00003769859,0.0001764748,0.9995533,0.000002269389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001033603,0.007479683,0.00159586,0.02098965,0.009460591,0.0001496457,0.004505199,0.00123644,0.9535493],"genre_scores_gemma":[0.002754111,0.002103817,0.0009202691,0.001605703,0.000318213,0.0000216962,0.0008114927,0.0003454045,0.9911193],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4538738,"threshold_uncertainty_score":0.8898967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341000860273681,"score_gpt":0.2464997447933925,"score_spread":0.2230897361906557,"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."}}