{"id":"W2001604580","doi":"10.5539/ass.v11n12p229","title":"Peculiarities of Professional Training of Specialists of Helping Professions","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Elaboration; Psychology; Competence (human resources); Medical education; Professional development; Training (meteorology); Pedagogy; Medicine; Social psychology; Humanities","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":[0.0009037783,0.0001165567,0.0001151726,0.001036698,0.0009782844,0.0004846231,0.0003235528,0.0004315727,0.004649879],"category_scores_gemma":[0.007794928,0.0001365226,0.000136532,0.0005017503,0.0006449057,0.0004027919,0.001003388,0.0003918938,0.0005238793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000875849,"about_ca_system_score_gemma":0.00157397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520118,"about_ca_topic_score_gemma":0.003894489,"domain_scores_codex":[0.998233,0.0004793346,0.0001225649,0.000230922,0.0003930996,0.0005411371],"domain_scores_gemma":[0.993056,0.001569576,0.001098634,0.0002713164,0.001135164,0.002869423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003306764,0.0004476806,0.808602,0.000348268,0.00002814821,0.002135929,0.05449193,0.0004000063,0.01106249,0.00318426,0.006512001,0.1124566],"study_design_scores_gemma":[0.00002012212,0.0003173739,0.9286222,0.0001447896,0.00001293056,0.00700833,0.02950192,0.0004703055,0.001334258,0.001268149,0.03126608,0.00003358579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914293,0.000470463,0.000469527,0.0005145542,0.00004626889,0.00002290319,0.00004970919,0.00001472597,0.006982584],"genre_scores_gemma":[0.9969439,0.000156138,0.0001905438,0.0001119944,0.00002383614,0.00001685387,0.00004991776,0.000004595174,0.002502196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004649879,"threshold_uncertainty_score":0.01555538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547983971672492,"score_gpt":0.3992032204100128,"score_spread":0.2444048232427636,"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."}}