{"id":"W7155085464","doi":"10.59236/ijea13n7","title":"Learning Posts","year":2012,"lang":"","type":"article","venue":"International journal of education and the arts","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Framing (construction); Reflection (computer programming); Reflective practice; Reflective writing; Journal writing; Experiential learning; Teaching method; Higher education; Intersection (aeronautics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003971347,0.0001037585,0.0001482112,0.000197927,0.0003813371,0.0003262064,0.0004326183,0.00006281144,0.0005531601],"category_scores_gemma":[0.003516866,0.00007476101,0.0001113312,0.0001657251,0.0004323413,0.001809473,0.00006134377,0.0004480197,0.00005801012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512819,"about_ca_system_score_gemma":0.0007397774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001754463,"about_ca_topic_score_gemma":0.000009802618,"domain_scores_codex":[0.9977029,0.0008232933,0.0004799933,0.00008540896,0.000714648,0.0001937694],"domain_scores_gemma":[0.9961323,0.0009603072,0.001283565,0.00008095118,0.001356599,0.0001863228],"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":[0.0004659109,0.001202964,0.05933567,0.000006527149,0.0004312644,7.359872e-7,0.3012227,0.00002045359,0.0001095946,0.2422891,0.00382924,0.3910859],"study_design_scores_gemma":[0.001026564,0.00008322592,0.04992606,0.0001363521,0.0001555557,0.0003405371,0.08555245,0.00003570396,0.0001205257,0.02031468,0.8421564,0.0001519277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6570608,0.008575087,0.0002020585,0.07705322,0.04538072,0.0001797803,6.210902e-7,0.000005760844,0.211542],"genre_scores_gemma":[0.9831805,0.004408764,0.0004724158,0.001126533,0.007476283,0.000004079092,0.000001092764,0.000008819221,0.003321474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8383272,"threshold_uncertainty_score":0.6056715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742829028189036,"score_gpt":0.435964502751764,"score_spread":0.4085362124698736,"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."}}