{"id":"W3011624210","doi":"","title":"Midway Through IYA2009 In Canada: Experiences, Past, Present And Future","year":2009,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001000033,0.00005191494,0.00006860053,0.00001607457,0.0001526378,0.00002950737,0.0001407046,0.00003525866,0.0004097934],"category_scores_gemma":[0.00001761224,0.00005042904,0.000009396863,0.0001676301,0.0000711094,0.0001863023,0.00001208439,0.00006230773,0.000006436461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002193845,"about_ca_system_score_gemma":0.0007893975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.850885,"about_ca_topic_score_gemma":0.881644,"domain_scores_codex":[0.9992981,0.00006512448,0.00009097422,0.0001380128,0.0002164777,0.0001913396],"domain_scores_gemma":[0.9997381,0.00003983163,0.0000308626,0.00009238052,0.00002963917,0.00006916829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007370137,0.00006281224,0.06041246,0.000003394892,0.000005025454,0.00002412653,0.5406533,0.000003703323,0.000008066228,0.02370314,0.302782,0.07233462],"study_design_scores_gemma":[0.00007958717,0.000007905915,0.08287839,0.000005357136,0.000001054747,3.821106e-7,0.200365,8.922337e-7,0.00002164086,0.000994234,0.7155802,0.00006534721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8578729,0.001543048,0.00000255521,0.06414058,0.001010549,0.0001755722,0.000001589297,0.00001812997,0.07523508],"genre_scores_gemma":[0.996106,0.000163586,0.0001366866,0.00115041,0.001284109,0.00001197872,8.399426e-7,0.000001781036,0.001144558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4127982,"threshold_uncertainty_score":0.448695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061967871837832,"score_gpt":0.3000806295701565,"score_spread":0.2794609508517782,"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."}}