{"id":"W4297848862","doi":"10.5281/zenodo.7088488","title":"Heater Pro X Avis 2022 : Marque digne de confiance ou faux ingrédients ?","year":2022,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Thermal Radiation and Cooling Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000629851,0.0002005439,0.0001714075,0.0002536428,0.002272231,0.000485277,0.001204926,0.00009401853,0.04826023],"category_scores_gemma":[0.0003231395,0.0002609188,0.00006700392,0.0007068115,0.0001612411,0.000220728,0.001669982,0.0007558949,0.004757485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000816778,"about_ca_system_score_gemma":0.000008923844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000053662,"about_ca_topic_score_gemma":5.769821e-7,"domain_scores_codex":[0.9979653,0.0003605024,0.0002840228,0.0003819795,0.0003780655,0.000630126],"domain_scores_gemma":[0.9990819,0.00002123548,0.00008254654,0.0004866517,0.0001716822,0.0001560046],"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":[0.0001379161,0.0003454465,0.00003662167,0.0003277735,0.0001712347,0.000134912,0.006449939,0.02967667,0.01267379,0.03942072,0.4979873,0.4126377],"study_design_scores_gemma":[0.0004484916,0.00022878,0.0006472098,0.00003245427,0.00001771661,0.0001701357,0.0006985819,0.009840801,0.001744937,0.0006318627,0.9852633,0.0002757092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4662634,0.01413675,0.05374173,0.05141137,0.005389301,0.00416851,0.00543668,0.02182193,0.3776304],"genre_scores_gemma":[0.9831847,0.0004821402,0.0004842227,0.0003051431,0.0001526339,5.437428e-7,0.0006374572,0.001697391,0.01305577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5169213,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769994629788108,"score_gpt":0.2316279186799839,"score_spread":0.2039279723821028,"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."}}