{"id":"W3088987467","doi":"10.6000/2292-2598.2020.08.03.12","title":"Professional Training of Future Teachers for the Development of Speech Activity of Younger Schoolchildren","year":2020,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Foreign Language Teaching Methods","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Professional development; Psychology; Medical education; Pedagogy; Mathematics education; Medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002289471,0.0002824089,0.0003646149,0.0003323244,0.0006820373,0.0005221651,0.0004338699,0.0006957033,0.01304636],"category_scores_gemma":[0.004203475,0.0003078132,0.0002971573,0.0000893697,0.0003994185,0.0003482258,0.0005693877,0.0008270745,0.001610147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003202558,"about_ca_system_score_gemma":0.00133302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004646248,"about_ca_topic_score_gemma":0.0008552627,"domain_scores_codex":[0.9992354,0.0002888588,0.00005359881,0.0001722011,0.0001176027,0.000132345],"domain_scores_gemma":[0.9964569,0.001463099,0.0003322967,0.0003577439,0.0003769058,0.001013087],"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":[0.01198705,0.1725492,0.1550967,0.003230896,0.00009432971,0.00188673,0.09050402,0.001225892,0.2027788,0.002576423,0.006078767,0.3519913],"study_design_scores_gemma":[0.003810679,0.1040366,0.6943232,0.001001201,0.0002671342,0.00215168,0.04398326,0.00238668,0.05158277,0.00148513,0.09484165,0.0001299055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966637,0.0000607973,0.0007041472,0.00009284399,0.00002313839,0.0005049169,0.00003442137,0.00002528496,0.001890611],"genre_scores_gemma":[0.9726471,0.0003007374,0.01350711,0.000223242,0.00002675654,0.002290694,0.0002184054,0.00001257523,0.01077328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304636,"threshold_uncertainty_score":0.04364443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122674067887572,"score_gpt":0.386032703972558,"score_spread":0.2737652971838008,"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."}}