{"id":"W4236388112","doi":"10.25336/p6ss4k","title":"Frontmatter","year":2017,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005784671,0.001235205,0.0007473896,0.002632788,0.003484699,0.003688958,0.001398456,0.002521102,0.9226721],"category_scores_gemma":[0.002572518,0.0004085476,0.0005379746,0.002326919,0.001049111,0.0013211,0.002029364,0.001202753,0.8086502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004249887,"about_ca_system_score_gemma":0.008089513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2906136,"about_ca_topic_score_gemma":0.5034999,"domain_scores_codex":[0.9993588,0.0000374328,0.00002172436,0.00009665456,0.0002743893,0.0002110363],"domain_scores_gemma":[0.998354,0.0001688765,0.00005070177,0.0001107113,0.0006321565,0.0006836232],"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":[0.00002252059,0.00001855862,0.0004619817,0.00009689787,0.000003076531,0.00005741058,0.00005600199,0.00001505871,0.00008742596,0.002109114,0.8946774,0.1023945],"study_design_scores_gemma":[0.000007631882,0.000005531358,0.001413058,0.0001091557,0.000002588056,0.00005983451,0.0001678033,0.00001152877,0.00003405027,0.0002877358,0.9978951,0.000005832257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005802421,0.001539339,0.00008757435,0.002651886,0.002778815,0.00003644982,0.002698078,0.0002896497,0.9893379],"genre_scores_gemma":[0.001324712,0.0005518702,0.00008883248,0.0007070017,0.0001496662,0.000008311835,0.0005058764,0.00007001593,0.9965937],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2906136,"threshold_uncertainty_score":0.577844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025840885244975,"score_gpt":0.3671940593658368,"score_spread":0.2646099708413393,"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."}}