{"id":"W4385871143","doi":"10.59962/9780774853750-002","title":"Foreword","year":2007,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001023401,0.001005189,0.0008831709,0.001614014,0.003589812,0.007805649,0.002046772,0.003687781,0.6572093],"category_scores_gemma":[0.007393031,0.0003918503,0.0007315595,0.001885242,0.001303419,0.006568946,0.003495696,0.005008388,0.6015186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002661933,"about_ca_system_score_gemma":0.004249701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005785343,"about_ca_topic_score_gemma":0.006785479,"domain_scores_codex":[0.9982481,0.0001940132,0.00009682605,0.0003233157,0.0009232992,0.0002144342],"domain_scores_gemma":[0.9969205,0.0003597392,0.0001062195,0.000294701,0.001764642,0.0005541656],"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":[0.0000102331,0.00001047317,0.00004486465,0.00008386674,0.000001363444,0.00003703635,0.0000686044,0.00001404881,0.00006244441,0.006157406,0.9620471,0.03146259],"study_design_scores_gemma":[0.000001405308,0.000003595857,0.0000493925,0.00005483365,5.969913e-7,0.00003730493,0.00006980341,0.000005599249,0.00002375286,0.0008170872,0.9989348,0.000001827384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004206389,0.006249634,0.001446682,0.04116378,0.05573882,0.0001981152,0.002759896,0.0009847309,0.8910376],"genre_scores_gemma":[0.002162666,0.003134191,0.000688919,0.01074384,0.005114585,0.0000938568,0.002000556,0.0005497307,0.9755117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3427907,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836397610460116,"score_gpt":0.2186607808113812,"score_spread":0.19029680470678,"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."}}