{"id":"W4240644201","doi":"10.32920/ryerson.14636595.v1","title":"Review: Canadian Dreams","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political 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":[],"consensus_categories":[],"category_scores_codex":[0.006703114,0.002532497,0.003700244,0.0110077,0.004987386,0.01142197,0.003800591,0.007561971,0.04010733],"category_scores_gemma":[0.03744249,0.000949915,0.001398131,0.02728182,0.007199788,0.004680569,0.004897549,0.007125469,0.008191044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05633933,"about_ca_system_score_gemma":0.2288416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8056822,"about_ca_topic_score_gemma":0.857451,"domain_scores_codex":[0.9941334,0.0006831317,0.000629199,0.0004999033,0.003102113,0.0009522763],"domain_scores_gemma":[0.966611,0.004193008,0.001555486,0.0008768732,0.02283237,0.003931256],"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":[0.00001285504,0.000001743653,0.00003316392,0.002341596,0.00002578179,0.00001723517,0.0000567309,0.00001754337,0.000006239093,0.001633862,0.9818605,0.01399271],"study_design_scores_gemma":[0.00001181402,0.000002014054,0.0003676887,0.005174539,0.00007036422,0.00003984803,0.000188567,0.000005636994,0.00000593326,0.0006426832,0.9934737,0.00001716198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009502552,0.8615624,0.00007744278,0.08572716,0.03777276,0.00004219318,0.001900287,0.00006230874,0.01276046],"genre_scores_gemma":[0.004874458,0.9242188,0.0003169054,0.03753781,0.01487694,0.00008830072,0.001597363,0.00005829307,0.01643127],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1943178,"threshold_uncertainty_score":0.4087724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988406884624599,"score_gpt":0.2664079714134071,"score_spread":0.2465239025671611,"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."}}