{"id":"W2623837741","doi":"10.37119/ojs2017.v23i1.350","title":"A Review of Teaching Adults: A Practical Guide for New Teachers, by Ralph G. Brockett","year":2017,"lang":"en","type":"review","venue":"in education","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Bass (fish); Mathematics education; Psychology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003310319,0.002176883,0.002538297,0.01138084,0.0008067399,0.002787534,0.001855273,0.001679903,0.01541403],"category_scores_gemma":[0.01087573,0.00141843,0.001409222,0.01102226,0.0008644933,0.004585712,0.00206591,0.00362575,0.01249399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00219712,"about_ca_system_score_gemma":0.008002861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01074641,"about_ca_topic_score_gemma":0.02748882,"domain_scores_codex":[0.9981176,0.0005181161,0.0005501604,0.0001754171,0.0005684935,0.00007028555],"domain_scores_gemma":[0.9936594,0.002906854,0.0008387175,0.0001738196,0.002077776,0.000343397],"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":[0.00003962795,0.00003728806,0.0001552908,0.01781179,0.00006666284,0.0000914679,0.0002845149,0.0001219506,0.0003191388,0.00112768,0.7366769,0.2432677],"study_design_scores_gemma":[0.00001787725,0.00003724671,0.0008237182,0.01555018,0.00005470173,0.0003399173,0.0001836687,0.00003340599,0.00006035271,0.001689445,0.9811885,0.00002114387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007921664,0.9883449,0.0006210553,0.004962025,0.003181073,0.0001759116,0.0006244437,0.00008461019,0.001926848],"genre_scores_gemma":[0.0003909059,0.9842057,0.0023836,0.004006166,0.001782146,0.0004500663,0.0008557057,0.0000379309,0.005887661],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01541403,"threshold_uncertainty_score":0.05156505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3181963400549111,"score_gpt":0.6123261382706927,"score_spread":0.2941297982157816,"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."}}