{"id":"W2559737124","doi":"10.21125/iceri.2016.1548","title":"EXPERIENCE AND REFLECTION: CURRICULUM UNITS TO DEVELOP GENERIC SKILLS IN SPEECH AND LANGUAGE THERAPY STUDENTS","year":2016,"lang":"en","type":"article","venue":"ICERI proceedings","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Reflection (computer programming); Computer science; Mathematics education; Speech therapy; Psychology; Pedagogy; Programming language; Medicine; Audiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004260374,0.0006337327,0.000549314,0.001189956,0.001154585,0.001972676,0.001620739,0.0008095264,0.004559004],"category_scores_gemma":[0.008481935,0.0004346166,0.0005197573,0.000829709,0.000793246,0.001122967,0.004425175,0.001379748,0.00127012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001606295,"about_ca_system_score_gemma":0.004508423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004558073,"about_ca_topic_score_gemma":0.0009068201,"domain_scores_codex":[0.9968521,0.00130566,0.0002040529,0.0004034527,0.0004656171,0.0007691135],"domain_scores_gemma":[0.9948632,0.001156617,0.0006490521,0.0004650313,0.0006097981,0.00225625],"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":[0.0005654582,0.02053287,0.0459533,0.001111024,0.00004194872,0.0008870306,0.06944757,0.001553195,0.01345033,0.003756069,0.01852991,0.8241714],"study_design_scores_gemma":[0.0007064281,0.02381137,0.4926343,0.002680291,0.0001546626,0.003850317,0.1655093,0.005752566,0.05029059,0.009868445,0.2444367,0.0003050434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973898,0.0004319517,0.009782589,0.0008774021,0.0001739233,0.002090431,0.0001412347,0.0002749166,0.01232953],"genre_scores_gemma":[0.948558,0.0007629163,0.03481819,0.0004696949,0.00007868772,0.002892312,0.0004907174,0.00006206235,0.01186736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004559004,"threshold_uncertainty_score":0.02253127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04706466016683272,"score_gpt":0.413596646850303,"score_spread":0.3665319866834703,"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."}}