{"id":"W6968258590","doi":"10.5281/zenodo.15872066","title":"Falian Creator™ White Paper","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre","funders":"","keywords":"License; Notice; Blueprint; Corporate governance; White paper; Architecture; Modular design; Conceptual architecture","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004306823,0.0009863911,0.0008839799,0.003268917,0.005148389,0.01664357,0.002297709,0.0054459,0.4602924],"category_scores_gemma":[0.02756218,0.0006114134,0.0008957902,0.003882278,0.002761321,0.007850651,0.003549497,0.004404096,0.347068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006031944,"about_ca_system_score_gemma":0.01042983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164677,"about_ca_topic_score_gemma":0.01301013,"domain_scores_codex":[0.9930988,0.0007008875,0.0004372573,0.001495075,0.003522535,0.0007454159],"domain_scores_gemma":[0.987371,0.001630468,0.0004873385,0.002060344,0.007403205,0.001047719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002661006,0.00001159825,0.0001089626,0.00007273548,0.000003232708,0.00009933459,0.0002412343,0.00003599171,0.0001051077,0.04207185,0.9269969,0.03022644],"study_design_scores_gemma":[0.00000224327,0.00000227747,0.00007959603,0.00007136221,9.939896e-7,0.00003456451,0.00009879762,0.00002442576,0.00008261844,0.00194121,0.9976567,0.000005228258],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0007547,0.001867119,0.002550457,0.03299858,0.01823428,0.0002465017,0.003639175,0.001177051,0.9385321],"genre_scores_gemma":[0.005715158,0.0009663543,0.000978452,0.004486754,0.001331939,0.0001558503,0.002004905,0.0008378248,0.9835228],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4602924,"threshold_uncertainty_score":0.7698274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204970746499295,"score_gpt":0.2407647845773422,"score_spread":0.2202677099274127,"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."}}