{"id":"W7022502053","doi":"","title":"Jean-Paul Viguier","year":2019,"lang":"fr","type":"other","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Term (time); Work (physics)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.000213958,0.001365999,0.001406312,0.0006667298,0.0003008968,0.0001976749,0.001071053,0.002573424,0.0202927],"category_scores_gemma":[0.000210504,0.001511627,0.0005899871,0.001207098,0.0003789407,0.0004763304,0.0001745464,0.002499052,0.01179166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002010264,"about_ca_system_score_gemma":0.0003231643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001534422,"about_ca_topic_score_gemma":0.0007743209,"domain_scores_codex":[0.9959738,0.00027621,0.000533748,0.001067092,0.0006083593,0.001540792],"domain_scores_gemma":[0.9977304,0.0004895951,0.0001655904,0.0008981044,0.0001887106,0.0005275588],"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":[0.00005919115,0.0001438207,0.0007845988,0.0005807079,0.003401164,0.0006750671,0.003904498,0.006970916,0.00347119,0.02454937,0.9335126,0.02194692],"study_design_scores_gemma":[0.002667301,0.0001598477,0.02374518,0.0009122182,0.0006469943,0.00005548682,0.002474617,0.001018517,0.001094969,0.00005002504,0.9654388,0.001736064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002063364,0.007339383,0.001877514,0.01896247,0.003859662,0.001492623,0.0009327967,0.0007574541,0.9627147],"genre_scores_gemma":[0.01593039,0.001684088,0.001119259,0.0002425683,0.001631711,0.00003453372,0.0001808837,0.0007210831,0.9784555],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03192622,"threshold_uncertainty_score":0.9999091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362064977188696,"score_gpt":0.2286876186269948,"score_spread":0.2050669688551079,"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."}}