{"id":"W3047412155","doi":"","title":"Pensar e planificar antes de textualizar","year":2019,"lang":"pt","type":"article","venue":"Revista de Estudos Anglo-Portugueses/Journal of Anglo-Portuguese Studies","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.006862102,0.001417886,0.003158082,0.001417751,0.001085129,0.001068984,0.001730819,0.0004312501,0.003501207],"category_scores_gemma":[0.003654678,0.001196209,0.001410046,0.0008645723,0.001273322,0.0007006195,0.000684478,0.00187313,0.0006580949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106934,"about_ca_system_score_gemma":0.002719986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002855861,"about_ca_topic_score_gemma":0.00008714936,"domain_scores_codex":[0.9893299,0.0007112862,0.003758974,0.00113631,0.002484073,0.002579431],"domain_scores_gemma":[0.9869309,0.001342247,0.003268902,0.001401787,0.005825918,0.001230217],"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":[0.001302762,0.004436587,0.2287166,0.007285841,0.01163214,0.008063106,0.1554748,0.0001175151,0.0006913538,0.1534765,0.4204096,0.008393204],"study_design_scores_gemma":[0.003533819,0.004212572,0.03847874,0.006100907,0.002523295,0.001728537,0.2512762,0.0003344479,0.0002005327,0.001479097,0.6873647,0.002767163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7269986,0.2444338,0.00006257832,0.002226184,0.006719127,0.001749406,0.0006865027,0.0001549796,0.01696891],"genre_scores_gemma":[0.8877177,0.06697484,0.0003478095,0.0008588784,0.00768767,0.00003606612,0.00008545752,0.0002602774,0.03603127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.266955,"threshold_uncertainty_score":0.999968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06824605737360233,"score_gpt":0.3450945666367062,"score_spread":0.2768485092631039,"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."}}