{"id":"W7015176936","doi":"","title":"Soltar a Língua. Um programa didático de promoção da competência comunicativa oral – 7.º ano","year":2024,"lang":"pt","type":"book","venue":"RepositóriUM (Universidade do Minho)","topic":"Educational Technology in Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; International Council for Canadian Studies","keywords":"Feeling; Task (project management); Affect (linguistics); Thematic analysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.006052545,0.0005429491,0.0004449064,0.001564593,0.006898602,0.006153114,0.001699425,0.002186705,0.02903643],"category_scores_gemma":[0.007710189,0.0005203087,0.0008324514,0.001165725,0.00441674,0.003514351,0.01272731,0.003812165,0.007960368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005671849,"about_ca_system_score_gemma":0.02150239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007850561,"about_ca_topic_score_gemma":0.02207505,"domain_scores_codex":[0.9956987,0.001967307,0.0001995516,0.0006534015,0.0009834102,0.0004976635],"domain_scores_gemma":[0.9952716,0.0009066341,0.0004225426,0.0006538279,0.0009917832,0.001753698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002935496,0.001614816,0.007808328,0.002114747,0.00005241181,0.0005770914,0.1446285,0.0003409561,0.007362744,0.1040108,0.1057228,0.6254732],"study_design_scores_gemma":[0.00006813723,0.000296671,0.0068564,0.0009678599,0.0000433155,0.0002560961,0.03483727,0.0002634975,0.002220526,0.01566444,0.938479,0.00004686998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1401367,0.00832513,0.0515414,0.1046989,0.004470267,0.00296015,0.0009177922,0.002899562,0.6840501],"genre_scores_gemma":[0.4622631,0.005263738,0.08350988,0.01282612,0.0005961122,0.00253224,0.0005981794,0.0007032176,0.4317074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02903643,"threshold_uncertainty_score":0.09713656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168359206628977,"score_gpt":0.2789599590948891,"score_spread":0.2572763670285994,"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."}}