{"id":"W6948906364","doi":"10.5281/zenodo.11629444","title":"SeroLean Review: Does SeroLean Really Work RD","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weight loss; Appetite; Popularity; Weight management; Dexfenfluramine; Natural (archaeology); Dietary supplement; Body weight","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006991735,0.001422866,0.003178993,0.003766059,0.002098893,0.01023143,0.00236247,0.00891871,0.1982757],"category_scores_gemma":[0.02631048,0.0008199879,0.002109321,0.002091927,0.002336457,0.004357119,0.004695403,0.005346201,0.1415575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004562485,"about_ca_system_score_gemma":0.01187797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631188,"about_ca_topic_score_gemma":0.003677826,"domain_scores_codex":[0.9943529,0.001590637,0.0006001967,0.0007551209,0.001909993,0.0007911279],"domain_scores_gemma":[0.9836609,0.00188976,0.001944253,0.001124942,0.007615787,0.003764377],"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":[0.00005916078,0.00001888601,0.00007839473,0.002149399,0.00004499273,0.00007884685,0.00003381124,0.0000171282,0.0001073083,0.0009952302,0.9415879,0.05482909],"study_design_scores_gemma":[0.00006538612,0.00003969149,0.0001914077,0.003417243,0.00005389473,0.0001887677,0.00006404162,0.00002157117,0.0000535341,0.0009342253,0.9949545,0.00001566695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000317241,0.2795305,0.0004875915,0.1466149,0.5131694,0.0002254561,0.0009047919,0.000554695,0.05819542],"genre_scores_gemma":[0.006103919,0.2325987,0.001407596,0.2121555,0.2814652,0.0006065166,0.00190079,0.0006551075,0.2631067],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8017243,"threshold_uncertainty_score":0.6632985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02566837083352292,"score_gpt":0.2237660289979995,"score_spread":0.1980976581644766,"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."}}