{"id":"W7096655068","doi":"","title":"Problem-Solving Skills of Canadian Youth","year":2008,"lang":"en","type":"article","venue":"","topic":"Problem Solving Skills Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public policy; Government (linguistics); Social policy; Human resources; George (robot)","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":[0.0003986786,0.0001458046,0.0002607917,0.0005899376,0.0006866287,0.000002127396,0.0002521735,0.0001706378,0.001636966],"category_scores_gemma":[0.0002087704,0.0001242284,0.00004665021,0.0006619355,0.00006452592,0.00009934028,0.0001004753,0.0003460544,0.0006080707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211962,"about_ca_system_score_gemma":0.002358651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3853708,"about_ca_topic_score_gemma":0.3363057,"domain_scores_codex":[0.9980071,0.0001367678,0.0006271477,0.0002366747,0.0002387613,0.0007535848],"domain_scores_gemma":[0.9987334,0.0001834213,0.0001714817,0.000336009,0.0002303743,0.0003452889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000695552,0.00009680989,0.8326001,0.0002084633,0.0000536047,0.00002676136,0.116043,0.00001731147,0.0002904672,0.005141089,0.04465815,0.0008572534],"study_design_scores_gemma":[0.003178681,0.0001715899,0.8985747,0.002011272,0.00005466228,0.00003087326,0.01692808,0.00005246071,0.001724186,0.002735313,0.07319232,0.001345857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3829567,0.00008868558,0.0002689218,0.001280859,0.0005124434,0.001091729,0.00003925816,0.0001798666,0.6135815],"genre_scores_gemma":[0.9557246,0.0001562586,0.02527993,0.001381919,0.00005776226,0.00003889351,0.00002259617,0.00003094806,0.01730707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5962745,"threshold_uncertainty_score":0.9992757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05541423457081926,"score_gpt":0.3250436758974211,"score_spread":0.2696294413266018,"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."}}