{"id":"W2904524395","doi":"10.32370/2018_11_12","title":"The Technology for Forming Professional Reflection in Future Social Work Educators in a Higher Educational Institution","year":2018,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Institution; Reflection (computer programming); Engineering ethics; Work (physics); Social work; Process (computing); Set (abstract data type); Professional development; Higher education; Sociology; Pedagogy; Knowledge management; Public relations; Engineering; Political science; Computer science; Social science","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":[0.005200657,0.0003644422,0.000224795,0.002084729,0.002599301,0.006657595,0.0007341144,0.001365861,0.005364093],"category_scores_gemma":[0.01264752,0.0002819967,0.0004906574,0.0008514094,0.003974512,0.004887622,0.004372397,0.001190476,0.001671695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368513,"about_ca_system_score_gemma":0.002477008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004020845,"about_ca_topic_score_gemma":0.0003676768,"domain_scores_codex":[0.9942163,0.004077872,0.0003170881,0.0003239866,0.0006989669,0.0003657829],"domain_scores_gemma":[0.9928282,0.004132997,0.0006380897,0.001175986,0.0007104708,0.0005142419],"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":[0.0001337944,0.000441381,0.02251739,0.0007005331,0.00003081781,0.001747128,0.1504254,0.001737354,0.01592588,0.185288,0.007373017,0.6136792],"study_design_scores_gemma":[0.00006019373,0.001031772,0.02907179,0.002166043,0.0001618595,0.00650762,0.1691729,0.007029976,0.0341958,0.08833508,0.6620403,0.000226702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3657656,0.00267259,0.35271,0.01069899,0.0006027116,0.0007974408,0.0001097487,0.002153448,0.2644895],"genre_scores_gemma":[0.8848946,0.001127441,0.09291749,0.0002731345,0.00008614038,0.0002911403,0.00005429397,0.0001504114,0.02020531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006657595,"threshold_uncertainty_score":0.02750403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0448592806278532,"score_gpt":0.3816115393980782,"score_spread":0.336752258770225,"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."}}