{"id":"W2964017372","doi":"","title":"Percursos (linguísticos) para análise (literária)","year":2017,"lang":"pt","type":"article","venue":"","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Computer science","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004688241,0.0002748277,0.0003024496,0.0001320376,0.003759681,0.005876291,0.0009309789,0.0001173042,0.04829144],"category_scores_gemma":[0.001304632,0.0002377189,0.0001685295,0.00001625054,0.0006311665,0.0002226972,0.0002857023,0.0003609551,0.003837158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005298063,"about_ca_system_score_gemma":0.0002689484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002281009,"about_ca_topic_score_gemma":0.0004588469,"domain_scores_codex":[0.9979996,0.00005427852,0.000385044,0.0004491892,0.0004541977,0.0006576994],"domain_scores_gemma":[0.9972113,0.0001437779,0.00020908,0.001368511,0.0007124693,0.0003548068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000410616,0.0004737911,0.003444011,0.0001970067,0.0001265737,0.00004876009,0.03444249,0.000001471631,0.00002062295,0.8202642,0.1354502,0.005489813],"study_design_scores_gemma":[0.0005134688,0.0001195324,0.00789773,0.000131434,0.0000775115,0.000003189971,0.006901034,0.002720312,0.0000406296,0.004290762,0.9768292,0.0004751613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05267018,0.0007119997,0.00006397783,0.008168117,0.009088407,0.0004665978,0.0001764958,0.00008647102,0.9285678],"genre_scores_gemma":[0.6669951,0.0001549479,0.00005376229,0.0003018293,0.004663008,0.00001570067,0.00002160327,0.00003069658,0.3277633],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.841379,"threshold_uncertainty_score":0.9975373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1883855372636788,"score_gpt":0.3932529891777309,"score_spread":0.2048674519140522,"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."}}