{"id":"W2909542812","doi":"10.5539/jel.v8n1p182","title":"Beginning Preschool Teachers’ Views Toward Mentoring Programs in Turkey","year":2019,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formality; Psychology; Professional development; Phenomenology (philosophy); Semi-structured interview; Qualitative research; Pedagogy; Mathematics education; Process (computing); Quality (philosophy); Medical education; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872369,0.00004881979,0.00009705893,0.0001351835,0.0001243835,0.00006764082,0.00007003885,0.00004855558,0.0001076329],"category_scores_gemma":[0.0002659607,0.00004280356,0.00002425046,0.0001515398,0.0000156382,0.0004164908,0.00001274069,0.0004311112,0.000007021401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320879,"about_ca_system_score_gemma":0.0004026661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001780284,"about_ca_topic_score_gemma":0.00001278915,"domain_scores_codex":[0.9990833,0.0002843936,0.000220394,0.00007092719,0.000220048,0.0001209747],"domain_scores_gemma":[0.9995294,0.00005366205,0.0002375643,0.00002407215,0.00008198489,0.00007330926],"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":[0.000006276976,0.00005828045,0.6079388,0.000009083933,0.000005508728,2.159219e-7,0.2362562,0.00002703432,0.0002778347,0.000429867,0.0001873415,0.1548036],"study_design_scores_gemma":[0.0003094306,0.00004873814,0.3540269,0.0003840916,0.000005426296,0.000002069134,0.1789953,0.0000164839,0.00001176824,0.000212735,0.4658982,0.00008881139],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858421,0.0004185484,0.00003620195,0.001435394,0.0007852071,0.0001276516,6.95352e-9,0.0000078497,0.01134702],"genre_scores_gemma":[0.9823748,0.00008626742,0.001327159,0.00005134402,0.0002497654,0.000003647466,0.000001156495,0.000004495032,0.0159013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4657108,"threshold_uncertainty_score":0.1872988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07337986264299562,"score_gpt":0.3658069114383709,"score_spread":0.2924270487953752,"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."}}