{"id":"W605720745","doi":"10.15210/interfaces.v10i1.7076","title":"Estudos sobre aprendizagem colaborativa em língua estrangeira: relações de pesquisa no contexto brasileiro e canadense.","year":2012,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Context (archaeology); Interculturality; Philosophy; Sociology; Geography","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":[0.007931077,0.0005005608,0.0006492872,0.005301058,0.0110168,0.006675505,0.001310598,0.001632647,0.007077706],"category_scores_gemma":[0.020881,0.0005594048,0.0003847517,0.01147661,0.01079766,0.005377509,0.007776109,0.002395744,0.0004835194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01502997,"about_ca_system_score_gemma":0.02043866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2509555,"about_ca_topic_score_gemma":0.4251882,"domain_scores_codex":[0.9914526,0.004469063,0.0003843805,0.0009681142,0.001614108,0.001111803],"domain_scores_gemma":[0.9789707,0.01403401,0.001739427,0.001305538,0.002492962,0.001457343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004820482,0.00009481964,0.02211196,0.0006205412,0.00001747499,0.0008542925,0.8900893,0.0001156316,0.0009209234,0.03521329,0.001452474,0.04846108],"study_design_scores_gemma":[0.000006285622,0.00006694932,0.0493731,0.0007886298,0.00002796066,0.000310974,0.8496621,0.0001114721,0.0004971715,0.003871476,0.09525204,0.00003181235],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7622241,0.01115566,0.00298395,0.008531287,0.0001628651,0.0004227714,0.0002809265,0.00003884862,0.2141997],"genre_scores_gemma":[0.9844246,0.004485175,0.00122393,0.0005198492,0.00001939077,0.0001400514,0.00007010301,0.00001606934,0.009100779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7490445,"threshold_uncertainty_score":0.4989896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490024743861913,"score_gpt":0.2845673701287052,"score_spread":0.2396671226900861,"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."}}