{"id":"W4406202897","doi":"10.17504/protocols.io.q26g7mdeqgwz/v1","title":"Electron Paramagnetic Resonance Spectroscopy Protocol for Analysis of Free Radicals in Zebrafish v1","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Electron Spin Resonance Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Heart and Stroke Foundation of Canada","keywords":"Electron paramagnetic resonance spectroscopy; Electron paramagnetic resonance; Radical; Spectroscopy; Nuclear magnetic resonance; Nuclear magnetic resonance spectroscopy; Chemistry; Zebrafish; Physics; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0009624175,0.001574841,0.0008644307,0.001339478,0.001944001,0.0004815462,0.001678738,0.001069705,0.03901508],"category_scores_gemma":[0.0008078126,0.001221203,0.0006974576,0.0009211831,0.0005756535,0.0006704147,0.0008037408,0.003383526,0.01389906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008107059,"about_ca_system_score_gemma":0.001117593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002646693,"about_ca_topic_score_gemma":0.005821916,"domain_scores_codex":[0.9994754,0.00007160306,0.00004392479,0.0001264169,0.000180752,0.000101872],"domain_scores_gemma":[0.999416,0.00008627902,0.00004512903,0.0002023453,0.0001759593,0.00007428522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001690245,0.00008217374,0.00009496633,0.00036878,0.0000232313,0.0001717291,0.0001165824,0.0001849826,0.9832444,0.001661599,0.008187113,0.005695375],"study_design_scores_gemma":[0.0002163644,0.0003692411,0.002265485,0.0001465119,0.00008470091,0.000840184,0.0000872373,0.001120318,0.7805188,0.001739878,0.212507,0.000104245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.1014683,0.004016107,0.7669486,0.001660892,0.001626144,0.01622769,0.06013865,0.01217267,0.03574095],"genre_scores_gemma":[0.1246372,0.009158712,0.5782432,0.001477462,0.0003125639,0.05088605,0.1056324,0.004389599,0.1252628],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.03901508,"threshold_uncertainty_score":0.1305184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581807570859931,"score_gpt":0.3510393552208274,"score_spread":0.3352212795122281,"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."}}