{"id":"W6930156808","doi":"10.5281/zenodo.13380751","title":"NeuroPure USA: Can You Get Results Inside Week? Large Deal In USA, CA, UK, AU & NZ","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Leaf Properties and Growth Measurement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideal (ethics); Filter (signal processing); Noise (video); Limiting; Feature (linguistics); Mistake","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008123582,0.0003102983,0.00029157,0.0001291347,0.0007108655,0.0006217252,0.001025056,0.0002222269,0.07058039],"category_scores_gemma":[0.0003311391,0.0001555884,0.0000959772,0.0006672157,0.0001126823,0.00006470277,0.001175547,0.0005937835,0.04632766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003199824,"about_ca_system_score_gemma":0.000008099993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005678344,"about_ca_topic_score_gemma":0.007632413,"domain_scores_codex":[0.9971013,0.0004205775,0.0003973884,0.0008090128,0.0005871433,0.0006845498],"domain_scores_gemma":[0.9991599,0.00001610042,0.0001523679,0.0002606889,0.0001742652,0.0002366561],"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":[0.00006567056,0.0001291593,0.00005611179,0.00007484332,0.00003262764,0.00005061518,0.0003793999,0.000001953344,0.001738471,0.0002510673,0.9780987,0.01912137],"study_design_scores_gemma":[0.0003190348,0.0002574384,0.002624906,0.000165767,0.00001608531,0.00002920855,0.0001503439,0.000007303868,0.00002779656,0.00003839335,0.9960461,0.0003176106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01577489,0.0004454137,0.000004087773,0.003342327,0.0003261524,0.0006964449,0.002694432,0.0003259821,0.9763902],"genre_scores_gemma":[0.1954507,0.0003619534,0.00004458314,0.0005944874,0.001272426,2.756426e-7,0.004553623,0.0009267706,0.7967952],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1796758,"threshold_uncertainty_score":0.9544149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06719931332807051,"score_gpt":0.239533127331358,"score_spread":0.1723338140032875,"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."}}