{"id":"W2955048699","doi":"","title":"Flipbook: visualização temporal de tumor cerebral","year":2016,"lang":"pt","type":"dissertation","venue":"","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005973109,0.0006236659,0.0002096863,0.001145352,0.0003335827,0.00129488,0.0005631633,0.000906058,0.03122271],"category_scores_gemma":[0.002583589,0.0002186278,0.0004220785,0.0005513096,0.0003657397,0.001186255,0.0009088936,0.000736756,0.003344542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000418568,"about_ca_system_score_gemma":0.001125639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00254937,"about_ca_topic_score_gemma":0.004140229,"domain_scores_codex":[0.9998422,0.00003278726,0.00001095076,0.00003076188,0.00005377795,0.00002957656],"domain_scores_gemma":[0.9991496,0.000437524,0.0000518124,0.00007226809,0.000167579,0.0001212849],"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":[0.00133733,0.0001633122,0.006868653,0.00186467,0.00008565673,0.006493672,0.002687796,0.004130183,0.1203043,0.007982883,0.1201023,0.7279792],"study_design_scores_gemma":[0.0005405366,0.001909245,0.04695991,0.001631045,0.0003747624,0.04929915,0.004461044,0.03385912,0.1396416,0.01498055,0.7059505,0.0003925518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.3338711,0.01497451,0.4172867,0.0138085,0.003579465,0.001646923,0.006290114,0.01982274,0.1887199],"genre_scores_gemma":[0.5699775,0.01303382,0.3026072,0.002089006,0.0008959298,0.001054003,0.002546252,0.002987172,0.1048091],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03122271,"threshold_uncertainty_score":0.1044503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04425173557644745,"score_gpt":0.4495579811948928,"score_spread":0.4053062456184454,"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."}}