{"id":"W4312336234","doi":"10.55232/1084003.11","title":"RELAÇÃO ENTRE PARÂMETROS TÉRMICOS, MICROESTRUTURA E DUREZA DE UM LIGA HIPEREUTÉTICA DO SISTEMA AL-NI, SOLIDIFICADA EM REGIME TRANSIENTE DE FLUXO DE CALOR","year":2022,"lang":"pt","type":"book-chapter","venue":"Instituto Scientia eBooks","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Physics; Humanities; Materials science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002787939,0.00159131,0.001307762,0.0008116114,0.002291727,0.001189616,0.003181198,0.0008984865,0.002866627],"category_scores_gemma":[0.0001263437,0.001675504,0.001073268,0.0003480312,0.001910356,0.0004422613,0.001504461,0.002298848,0.0006606285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003062027,"about_ca_system_score_gemma":0.0005776198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009968634,"about_ca_topic_score_gemma":0.0006200609,"domain_scores_codex":[0.9901595,0.0003953658,0.001695348,0.002925465,0.00211185,0.002712443],"domain_scores_gemma":[0.9953018,0.0001550819,0.0009278696,0.002395189,0.00007071038,0.00114935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001501707,0.002074055,0.006619629,0.002972823,0.002715185,0.01047645,0.03680443,0.004881716,0.3013414,0.1978568,0.1080502,0.3247056],"study_design_scores_gemma":[0.001392621,0.0004819068,0.0006774463,0.00145837,0.001024486,0.0005611001,0.001466034,0.001525556,0.01593374,0.00305336,0.9698567,0.002568689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3732645,0.001620545,0.007658967,0.001834183,0.005364377,0.005444376,0.0009003864,0.001709638,0.6022031],"genre_scores_gemma":[0.7450213,0.0007302377,0.007136761,0.002452352,0.0002870353,0.0003036401,0.0001294588,0.0002951697,0.2436441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8618065,"threshold_uncertainty_score":0.9998472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615005795659182,"score_gpt":0.2337437677562676,"score_spread":0.2175937097996758,"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."}}