{"id":"W4321608473","doi":"10.29051/el.v9i00.17748","title":"Welcome, young entrepeneurs!","year":2023,"lang":"pt","type":"article","venue":"Revista EntreLinguas","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007320123,0.0003702169,0.0004385594,0.0004436939,0.0009187263,0.001875079,0.000516133,0.0001176103,0.01929611],"category_scores_gemma":[0.001103908,0.0003562982,0.0002938357,0.0004061619,0.0002077492,0.00007784494,0.0002590691,0.0004599023,0.0235128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190238,"about_ca_system_score_gemma":0.0003162838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007116378,"about_ca_topic_score_gemma":0.0001084144,"domain_scores_codex":[0.9967687,0.0001484437,0.0007255555,0.000627072,0.0007348564,0.000995366],"domain_scores_gemma":[0.9978551,0.0003155498,0.0002055099,0.0007251997,0.0005459891,0.0003526119],"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":[0.00003443841,0.0002848841,0.006540339,0.0008224898,0.0001961539,0.0002757476,0.03162025,0.00003192512,0.00002290019,0.3906221,0.5658783,0.003670471],"study_design_scores_gemma":[0.0003337541,0.00006783437,0.00074955,0.0002914258,0.00008850909,0.000006141483,0.006319436,0.001211751,0.00002151656,0.0005013285,0.9899903,0.0004184548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4644757,0.02114732,0.00003859452,0.01570237,0.04914315,0.002599249,0.001215652,0.001849142,0.4438288],"genre_scores_gemma":[0.593244,0.003619171,0.000008458323,0.0002117712,0.007561964,0.00002367465,0.0003000773,0.00008516637,0.3949458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.424112,"threshold_uncertainty_score":0.9998889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06085466939915001,"score_gpt":0.3276581668122585,"score_spread":0.2668034974131085,"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."}}