{"id":"W7163591066","doi":"10.15695/lapop/cgd1398","title":"Canada 2006 - 2023 Merged File","year":2023,"lang":"","type":"dataset","venue":"LAPOP Datasets","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.001115475,0.003334325,0.002162247,0.008586694,0.002726397,0.003860188,0.004218207,0.002217078,0.2214535],"category_scores_gemma":[0.007571473,0.001303654,0.002217415,0.01734033,0.0008749306,0.001868101,0.002303352,0.002653481,0.1916248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009451563,"about_ca_system_score_gemma":0.02626092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8077449,"about_ca_topic_score_gemma":0.865004,"domain_scores_codex":[0.998214,0.0001283738,0.0001109979,0.0003637121,0.0005924306,0.0005904736],"domain_scores_gemma":[0.9920242,0.0008319331,0.0002611303,0.001164562,0.004801522,0.0009166287],"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":[0.00003340008,0.000008895724,0.000157371,0.00009422088,0.0000106726,0.000005225618,0.000006363201,0.0001076487,0.0000229977,0.0001427375,0.9986145,0.0007960141],"study_design_scores_gemma":[0.0002516564,0.00001199812,0.004641863,0.0002086088,0.00003494957,0.00002309911,0.0001346433,0.0005241459,0.000358689,0.000949361,0.9928087,0.00005221734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004743093,0.00002562555,0.00002059579,0.00004040306,0.0000174395,0.000007761754,0.9988924,0.0002210215,0.0007273859],"genre_scores_gemma":[0.0001950001,0.00003896623,0.0001396864,0.00003481384,0.00000617522,0.00003553442,0.9975061,0.0001379302,0.001905852],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2214535,"threshold_uncertainty_score":0.7408359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750537911547098,"score_gpt":0.2634270117572552,"score_spread":0.2459216326417843,"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."}}