{"id":"W1543068751","doi":"10.21810/sfuer.v6i.364","title":"Learning Together 2013: Panel Discussion","year":2013,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Panel discussion; Psychology; Sociology; Advertising; Business","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":[0.0853394,0.001906258,0.001265988,0.001870015,0.01469392,0.01472437,0.005664064,0.03825495,0.07195035],"category_scores_gemma":[0.07178397,0.001220676,0.003615876,0.001926457,0.003457824,0.009287272,0.01671197,0.03214739,0.02484345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01415479,"about_ca_system_score_gemma":0.03829961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01340235,"about_ca_topic_score_gemma":0.02476317,"domain_scores_codex":[0.9737754,0.008675916,0.001167943,0.002500732,0.006142572,0.007737518],"domain_scores_gemma":[0.9544274,0.01132322,0.002386531,0.001558694,0.01482056,0.01548356],"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":[0.0002339021,0.0001842417,0.0001535937,0.000285097,0.00001435579,0.0003577201,0.00127329,0.0000890838,0.0005099712,0.003373472,0.9853309,0.008194334],"study_design_scores_gemma":[0.0001350973,0.00007825882,0.00181992,0.0007361492,0.00002127929,0.0000402408,0.002545974,0.00009940242,0.0005469162,0.003079456,0.9908235,0.00007383664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004910154,0.00348875,0.003557328,0.7616391,0.1473779,0.005264129,0.004120791,0.0004940297,0.06914779],"genre_scores_gemma":[0.05156052,0.003916845,0.006953804,0.6544074,0.05666733,0.02042218,0.00296107,0.0009025616,0.2022082],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0853394,"threshold_uncertainty_score":0.4513233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214398775394869,"score_gpt":0.3657197166335168,"score_spread":0.3335757288795681,"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."}}