{"id":"W7019249780","doi":"","title":"Física e música: o uso de canções como ferramenta auxiliar no ensino de física","year":2015,"lang":"en","type":"other","venue":"Acervo Digital da Universidade Estadual Paulista (Universidade Estadual Paulista)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lyrics; Context (archaeology); Entertainment; Work (physics); Science education","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001346951,0.0053164,0.004452852,0.004220673,0.001357418,0.00380334,0.006524853,0.00391221,0.006120139],"category_scores_gemma":[0.001242373,0.00658292,0.001718107,0.004859427,0.004609768,0.005396443,0.003944756,0.004905318,0.01618377],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01242512,"about_ca_system_score_gemma":0.006670312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009862873,"about_ca_topic_score_gemma":0.005026734,"domain_scores_codex":[0.9794643,0.001522242,0.001973884,0.005215501,0.005000512,0.00682355],"domain_scores_gemma":[0.9832572,0.0009906249,0.003039152,0.005118719,0.001685466,0.005908818],"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":[0.002087737,0.001815295,0.000336818,0.0007620184,0.002224356,0.01064307,0.002735852,0.0001980192,0.001082662,0.005526102,0.97125,0.001338084],"study_design_scores_gemma":[0.008659337,0.001685931,0.0003362727,0.001562527,0.001834126,0.0007902565,0.02325905,0.0005134035,0.0001199062,0.0007744476,0.9537927,0.006672043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01299372,0.001303321,0.0005566524,0.00259796,0.001818564,0.003548278,0.04812146,0.006114095,0.922946],"genre_scores_gemma":[0.125297,0.0005086002,0.002775859,0.001275665,0.002454008,0.00004477955,0.02059648,0.006603097,0.8404445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1123033,"threshold_uncertainty_score":0.9999427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328385519496365,"score_gpt":0.2533041015980972,"score_spread":0.2300202464031335,"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."}}