{"id":"W6929847109","doi":"10.5281/zenodo.10833109","title":"Antibody Characterization Report for SHIP1 (INPP5D)","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Antibody; Western blot; Phosphatidylinositol; Cell culture; Dot blot; General partnership","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002505798,0.0001237495,0.0001512589,0.0004271067,0.001574757,0.002681539,0.001014361,0.00007678724,0.00810867],"category_scores_gemma":[0.002229721,0.0001116096,0.0001058878,0.001315881,0.0000945655,0.0005081472,0.0004494806,0.0001488426,0.005730644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007993092,"about_ca_system_score_gemma":0.000007795814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003045898,"about_ca_topic_score_gemma":6.739091e-8,"domain_scores_codex":[0.9976752,0.0001543543,0.0005636648,0.000659293,0.0006894784,0.0002580425],"domain_scores_gemma":[0.9977562,0.0001689565,0.0001450714,0.0007101542,0.001089924,0.0001297249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004626674,0.0001370655,0.00002228632,0.00005885115,0.00003960586,0.00003081607,0.00104539,0.00006389179,0.3014827,0.0899927,0.09424002,0.5128404],"study_design_scores_gemma":[0.0001104347,0.00007242149,0.0009821152,0.00002099414,0.000009242726,0.0001198242,0.00008973911,0.008304499,0.000867449,0.006835857,0.9824554,0.0001320545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008030766,0.00004008945,0.9452186,0.002804072,0.0002169082,0.0008231712,0.0004253091,0.001664492,0.04077657],"genre_scores_gemma":[0.9436163,0.00005061579,0.00200491,0.0002752827,0.000544571,6.996276e-7,0.03995866,0.001243915,0.01230498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9432137,"threshold_uncertainty_score":0.999725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357414055898128,"score_gpt":0.4068233999356067,"score_spread":0.2710819943457939,"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."}}