{"id":"W6926480756","doi":"10.25446/oxford.25018880","title":"5123: The Story of William Rollo from Soldier to Academic","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battle; Quarter (Canadian coin); League; Graduate degree","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":[],"consensus_categories":[],"category_scores_codex":[0.001076553,0.0005646296,0.0003691287,0.0006944451,0.01432948,0.00687364,0.000831079,0.003211709,0.01570522],"category_scores_gemma":[0.003092634,0.0002791947,0.0002324506,0.001215342,0.007047853,0.005028741,0.004742017,0.007459842,0.006956269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003833885,"about_ca_system_score_gemma":0.002115988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02987991,"about_ca_topic_score_gemma":0.056217,"domain_scores_codex":[0.9988821,0.0003762703,0.00002712806,0.0001396912,0.000334297,0.0002405438],"domain_scores_gemma":[0.9993593,0.0001777784,0.00004648932,0.00004206217,0.00009906104,0.0002752864],"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":[0.00003296516,0.0000308661,0.0002808637,0.00004724528,0.000005326796,0.001061175,0.03025418,0.00003910897,0.0001552327,0.06150587,0.8849931,0.02159413],"study_design_scores_gemma":[0.000001478728,0.000004584999,0.0001008518,0.00004674145,8.410635e-7,0.0001776109,0.005086408,0.000006355826,0.0000315682,0.001733592,0.992806,0.000004014457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01706035,0.06041601,0.0004989929,0.3448151,0.01847178,0.00003207428,0.0002218767,0.000104094,0.5583797],"genre_scores_gemma":[0.1215909,0.02436542,0.0003924686,0.07403628,0.006251981,0.00005749793,0.0001270269,0.000250374,0.7729281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02987991,"threshold_uncertainty_score":0.05941194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05154729193802262,"score_gpt":0.3631678829731469,"score_spread":0.3116205910351243,"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."}}