{"id":"W2996031815","doi":"","title":"Year 1 of Beyond the IYA2009 in Canada","year":2011,"lang":"en","type":"article","venue":"AAS","topic":"Education in Diverse Contexts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000141235,0.00001440001,0.00002566668,0.000009256647,0.00003735766,0.00000214986,0.0001397496,0.000009723197,0.001803119],"category_scores_gemma":[0.0000695801,0.00001138043,0.000006429543,0.00008979932,0.00005708821,0.0000284401,0.00000946868,0.0000264485,0.00002539617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007668294,"about_ca_system_score_gemma":0.0008721708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9876447,"about_ca_topic_score_gemma":0.9952691,"domain_scores_codex":[0.9997206,0.00003750367,0.00004774599,0.00003284518,0.0000967165,0.00006462794],"domain_scores_gemma":[0.9998215,0.00004378514,0.00002249843,0.00006970088,0.00002465865,0.00001781408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000248504,0.00002006633,0.7174298,0.000001608183,0.000004622564,0.000001639079,0.1041144,4.903818e-7,0.00000805516,0.1193954,0.05509497,0.003926473],"study_design_scores_gemma":[0.00009461945,0.000005941393,0.7334343,0.00000609797,0.00000329148,6.808609e-8,0.1127807,6.531374e-7,0.0002645086,0.005656159,0.1476966,0.00005708756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6328274,0.00003401686,2.395176e-7,0.000884303,0.0002969095,0.00004023621,0.000001220322,0.000001947978,0.3659137],"genre_scores_gemma":[0.9976907,0.00000773813,0.00003080986,0.0002141053,0.00002611137,0.000001832977,1.390801e-7,0.000001013352,0.002027532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3648633,"threshold_uncertainty_score":0.9991094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04632026197566053,"score_gpt":0.2700642192908629,"score_spread":0.2237439573152024,"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."}}