{"id":"W7093366108","doi":"10.5281/zenodo.17428794","title":"A guide to selecting high-performing antibodies for Rab8A (UniProt ID: P61006) for use in western blot, immunoprecipitation, and immunofluorescence","year":2025,"lang":"","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunofluorescence; Antibody; Set (abstract data type); Work (physics); Line (geometry)","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":[0.004053393,0.004321285,0.003791841,0.007712101,0.003152683,0.002810251,0.004404105,0.002014322,0.1279396],"category_scores_gemma":[0.00610813,0.005079382,0.002234425,0.004720472,0.0009524736,0.001873876,0.002242321,0.004049773,0.2156722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000814641,"about_ca_system_score_gemma":0.002191073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563759,"about_ca_topic_score_gemma":0.005714519,"domain_scores_codex":[0.9966114,0.0007702401,0.000598603,0.0005010284,0.001138348,0.000380217],"domain_scores_gemma":[0.9956866,0.001267955,0.0002605082,0.001213597,0.001112633,0.0004586382],"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":[0.001046026,0.000517195,0.001011077,0.002432574,0.0001841408,0.001098024,0.0002373842,0.0005333396,0.4508912,0.002390896,0.4327377,0.1069204],"study_design_scores_gemma":[0.000276298,0.0004559697,0.003835042,0.0003292319,0.0001382338,0.003500261,0.0000742335,0.001037484,0.08223758,0.001770962,0.9061861,0.0001587695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01396217,0.01499147,0.6086494,0.003625251,0.00205335,0.01114996,0.2099389,0.07597467,0.05965481],"genre_scores_gemma":[0.008338254,0.01069247,0.5959287,0.001634552,0.0005352288,0.0142516,0.2992816,0.01701292,0.05232467],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1279396,"threshold_uncertainty_score":0.4280006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082745521746426,"score_gpt":0.3009385436189535,"score_spread":0.2701110884014892,"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."}}