{"id":"W4392419760","doi":"10.7202/1109099ar","title":"A FORMAÇÃO E A CERTIFICAÇÃO DE MEDIADORES EM PORTUGAL: UM MODELO ADAPTADO À NOVA ERA DIGITAL","year":2024,"lang":"pt","type":"article","venue":"Lex Electronica","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Nova (rocket); Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003200608,0.0005598221,0.0004399965,0.000535205,0.0003880014,0.003584611,0.0005786788,0.0003120238,0.001930619],"category_scores_gemma":[0.00007585844,0.0005507373,0.000515348,0.001253385,0.0001006391,0.003028859,0.0002849328,0.001056987,0.003141756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000488313,"about_ca_system_score_gemma":0.0007387333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002044914,"about_ca_topic_score_gemma":0.0007148594,"domain_scores_codex":[0.9961806,0.00001610125,0.0006883595,0.0008124893,0.0006302454,0.001672201],"domain_scores_gemma":[0.9989092,0.00006372415,0.0001878601,0.0005596371,0.0001620624,0.0001175663],"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":[0.0002366359,0.0007760074,0.0002973189,0.00101288,0.0008712313,0.0001665461,0.0004774947,0.0006042724,0.0006126844,0.2879153,0.4806416,0.226388],"study_design_scores_gemma":[0.0003611776,0.00005332026,0.0003959945,0.0002082924,0.0002531642,0.0000339407,0.0004795986,0.260546,0.0000244251,0.002833182,0.7342576,0.000553231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05956534,0.04206112,0.0529745,0.05657846,0.01166526,0.002467478,0.0002916956,0.004745686,0.7696505],"genre_scores_gemma":[0.972203,0.0004697748,0.00004154592,0.001283843,0.002645127,0.00006686045,0.0002425677,0.0001470107,0.02290033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9126376,"threshold_uncertainty_score":0.9996944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02827646297837182,"score_gpt":0.2616488113852,"score_spread":0.2333723484068282,"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."}}