{"id":"W1967551837","doi":"10.5539/ass.v10n12p184","title":"The Ideal Psychology Teacher: Qualitative Analysis of Views from Brunei GCE A-Level Students and Trainee Psychology Teachers","year":2014,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideal (ethics); Psychology; Educational psychology; Context (archaeology); Certificate; Mathematics education; Cognition; Social psychology; Pedagogy","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":[0.01136773,0.0003687341,0.0007021102,0.001999784,0.005495904,0.003951849,0.001384259,0.001329911,0.001765341],"category_scores_gemma":[0.020082,0.0005271912,0.0003238907,0.001929248,0.007490877,0.002830672,0.003749245,0.00238648,0.0002427007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006874458,"about_ca_system_score_gemma":0.005466477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02199174,"about_ca_topic_score_gemma":0.03129986,"domain_scores_codex":[0.9917059,0.005618492,0.0002809443,0.0004425378,0.0007915904,0.001160606],"domain_scores_gemma":[0.9860657,0.009570582,0.001276191,0.000294605,0.001440717,0.001352241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002319348,0.00001175588,0.003657904,0.00006683083,0.000002037325,0.0002435035,0.9931204,0.00001510986,0.0007177062,0.0004716898,0.0002038886,0.001466033],"study_design_scores_gemma":[0.000001039143,0.000008181694,0.001412886,0.00004614665,0.000001126754,0.00006055113,0.9969799,0.00002514992,0.0001276675,0.00007330685,0.001258731,0.000005403599],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938244,0.0002922711,0.001445761,0.001363441,0.00003230721,0.0001068838,0.0001693686,0.000007881881,0.002757749],"genre_scores_gemma":[0.9970778,0.0002589861,0.0005357832,0.0004861461,0.00000916766,0.0001395178,0.0000761247,0.00001602382,0.001400381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02199174,"threshold_uncertainty_score":0.06011897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2523336866737468,"score_gpt":0.5528764743813996,"score_spread":0.3005427877076528,"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."}}