{"id":"W4377138631","doi":"10.54751/revistafoco.v16n5-087","title":"CONSTRUÇÃO DE UM PROTÓTIPO DE CONFORMAÇÃO MECÂNICA: LAMINADOR","year":2023,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Science and Science Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PROTO Manufacturing (Canada)","funders":"","keywords":"Physics; Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005870182,0.0003972332,0.0002673446,0.0005986734,0.0009966751,0.002078888,0.0005605932,0.0008462882,0.005979582],"category_scores_gemma":[0.0007090566,0.0003494209,0.0004146101,0.0004518771,0.001148009,0.001606554,0.001452907,0.0005267775,0.001412303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005560433,"about_ca_system_score_gemma":0.0006965097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005584749,"about_ca_topic_score_gemma":0.0007530169,"domain_scores_codex":[0.9995535,0.00008561103,0.00001730475,0.0001128334,0.0001563579,0.00007441932],"domain_scores_gemma":[0.9996265,0.0001003914,0.00004394873,0.00007747547,0.00009593054,0.00005572052],"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":[0.0001202255,0.0001606092,0.00462275,0.0009325544,0.00004438873,0.002002763,0.00820144,0.01157242,0.6719024,0.1231089,0.002226036,0.1751055],"study_design_scores_gemma":[0.00004253994,0.001743652,0.01273521,0.000493584,0.000135048,0.005459771,0.01014361,0.04413021,0.4307854,0.03784141,0.4563009,0.0001886839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4906844,0.001795906,0.3805838,0.0008007739,0.0002394118,0.0002335752,0.0001497683,0.001296238,0.124216],"genre_scores_gemma":[0.7643111,0.001582425,0.1875622,0.0001495618,0.00004616589,0.000149229,0.00009588692,0.0001605269,0.04594291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005979582,"threshold_uncertainty_score":0.02000368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08106725153954354,"score_gpt":0.394919357204256,"score_spread":0.3138521056647125,"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."}}