{"id":"W2279973776","doi":"10.12968/sece.2013.2.1701","title":"Conference preview: Education Innovation","year":2013,"lang":"en","type":"article","venue":"SecEd","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Business; Mathematics education; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003313986,0.002141464,0.001504449,0.004080395,0.002965244,0.00935069,0.001630475,0.007501838,0.4816931],"category_scores_gemma":[0.0059,0.0005017421,0.001430051,0.003644781,0.0007814271,0.004989537,0.004279594,0.005318251,0.2065335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527977,"about_ca_system_score_gemma":0.003475812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313378,"about_ca_topic_score_gemma":0.006223324,"domain_scores_codex":[0.9979498,0.0002303607,0.00008778765,0.0002097906,0.0009998591,0.0005224525],"domain_scores_gemma":[0.9935554,0.001296074,0.0002990444,0.0004553169,0.002298643,0.002095568],"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":[0.00004505599,0.00002297901,0.00003460217,0.0002229125,0.000002030026,0.00004026325,0.00002657029,0.00002504414,0.0001175071,0.0004153687,0.9825268,0.01652092],"study_design_scores_gemma":[0.00002223384,0.00003960135,0.0005731884,0.0001594676,0.000003127809,0.00002719866,0.00007815355,0.00002302586,0.00007757819,0.0002911568,0.9986951,0.00001020373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001453218,0.03245561,0.001837454,0.05739361,0.3432683,0.0009023357,0.00793361,0.004143562,0.5506122],"genre_scores_gemma":[0.006924879,0.007381805,0.0007471195,0.01174146,0.06479466,0.0004400214,0.00529348,0.001088844,0.9015878],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4816931,"threshold_uncertainty_score":0.7393019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04858992028055568,"score_gpt":0.3859708958766019,"score_spread":0.3373809755960462,"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."}}