{"id":"W3119552263","doi":"","title":"Handbook of Portuguese Linguistics","year":2016,"lang":"en","type":"article","venue":"","topic":"Linguistics and Language Studies","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Linguistics; Portuguese; Applied linguistics; Brazilian Portuguese; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001726437,0.00114444,0.0009643643,0.004338518,0.002533195,0.007001408,0.001378491,0.001474333,0.04211759],"category_scores_gemma":[0.004875353,0.0007277043,0.0005189209,0.004939827,0.002742064,0.004958049,0.001472933,0.002468451,0.01466426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002300174,"about_ca_system_score_gemma":0.004829678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007572066,"about_ca_topic_score_gemma":0.0113498,"domain_scores_codex":[0.9987651,0.0004801548,0.0001605003,0.0001902037,0.0003162837,0.00008779003],"domain_scores_gemma":[0.9979603,0.001079771,0.0001066017,0.0003092187,0.0004286137,0.0001155046],"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":[0.00003661339,0.00003594716,0.0003348739,0.001181001,0.0000119752,0.0001989502,0.004503259,0.0001924488,0.0004558586,0.4366015,0.2597357,0.2967118],"study_design_scores_gemma":[0.000003014834,0.000005673975,0.000257227,0.0004102959,0.00000377631,0.0001716108,0.0003681941,0.00008173584,0.00009557135,0.01736092,0.9812362,0.000005767808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001675349,0.1013426,0.02934684,0.009440905,0.005293174,0.0001419328,0.001958929,0.0009569234,0.8498433],"genre_scores_gemma":[0.1046813,0.1629016,0.07985761,0.004808149,0.008445956,0.0006192531,0.005801671,0.003171489,0.629713],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04211759,"threshold_uncertainty_score":0.1408974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781583688475408,"score_gpt":0.2333349060242751,"score_spread":0.205519069139521,"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."}}