{"id":"W4378878636","doi":"10.37885/230513024","title":"SISTEMÁTICA FILOGENÉTICA DOS ANIMAIS: UMA PROPOSTA DE ENSINO COM USO DE REALIDADE VIRTUAL","year":2023,"lang":"pt","type":"book-chapter","venue":"Editora Científica Digital eBooks","topic":"Science and Education Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Security Establishment","funders":"","keywords":"Humanities; Psychology; Philosophy","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":["sts"],"category_scores_codex":[0.002519649,0.0008917148,0.0008620649,0.0007224475,0.002189327,0.003845307,0.002415485,0.001197957,0.0008950211],"category_scores_gemma":[0.002321923,0.0008973913,0.0006282915,0.0004953577,0.003532962,0.0006137666,0.0007665829,0.001439787,0.004845994],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119439,"about_ca_system_score_gemma":0.005920897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002865232,"about_ca_topic_score_gemma":0.0001512005,"domain_scores_codex":[0.9901037,0.0002586203,0.001158785,0.001785918,0.003909813,0.002783122],"domain_scores_gemma":[0.9938482,0.00146418,0.0005391886,0.001188655,0.0009524598,0.002007292],"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":[0.0003550016,0.0006380133,0.001026964,0.0002866031,0.0004184965,0.0005868122,0.05377695,0.0000189491,0.001393601,0.3098296,0.5895945,0.04207451],"study_design_scores_gemma":[0.0005296948,0.0009422824,0.0004797104,0.0007101132,0.000140223,0.00003892318,0.02423792,0.0003788067,0.0003188519,0.007256356,0.9633208,0.001646306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01390325,0.00008326658,0.000185048,0.00802591,0.02713062,0.002501647,0.001335983,0.0009065846,0.9459277],"genre_scores_gemma":[0.3460317,0.00005871688,0.00007933104,0.00044075,0.01909387,0.0001043382,0.000167284,0.000190806,0.6338332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3737263,"threshold_uncertainty_score":0.9997146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06748327426191134,"score_gpt":0.3383116582404704,"score_spread":0.270828383978559,"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."}}