{"id":"W4389164063","doi":"10.18066/inic0179.23","title":"COMPARAÇÃO ENTRE PROTOCOLOS DE PREPARO DA MEMBRANA AMNIÓTICA PARA ANÁLISE EM MICROSCOPIA ELETRÔNICA DE VARREDURA","year":2023,"lang":"pt","type":"article","venue":"","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005808714,0.0004047891,0.0006362728,0.0008525951,0.0006786107,0.001244735,0.0006634112,0.0007845939,0.003237234],"category_scores_gemma":[0.01224887,0.0003727002,0.000672497,0.0006993735,0.0007872142,0.000678972,0.0008703147,0.0005836783,0.0007713976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006169001,"about_ca_system_score_gemma":0.001735594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726368,"about_ca_topic_score_gemma":0.002073908,"domain_scores_codex":[0.9957165,0.001678423,0.0005122186,0.0007236619,0.00114851,0.0002206514],"domain_scores_gemma":[0.9954255,0.002131644,0.000521676,0.0007293798,0.0009998757,0.0001919102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01274463,0.001791782,0.01642382,0.004372971,0.0003870232,0.0003408765,0.001935672,0.001174795,0.768917,0.001483405,0.001744784,0.1886833],"study_design_scores_gemma":[0.0007753043,0.02548404,0.07117905,0.001095691,0.001526666,0.001575726,0.003124609,0.002882545,0.839601,0.002452997,0.05007358,0.0002288557],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.903562,0.02767413,0.0510027,0.0007403175,0.000777229,0.003346779,0.001714999,0.0003708561,0.01081095],"genre_scores_gemma":[0.8776019,0.02297593,0.08568493,0.0007096575,0.0002212932,0.004397728,0.001992896,0.0002585005,0.006157235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005808714,"threshold_uncertainty_score":0.03071976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386058207152167,"score_gpt":0.2835586252560093,"score_spread":0.2596980431844876,"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."}}