{"id":"W4394215072","doi":"10.6084/m9.figshare.9599216","title":"The integration challenge in Canadian regionalization","year":2019,"lang":"en","type":"dataset","venue":"Figshare","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental 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":[0.003384578,0.0008046232,0.001111133,0.005479111,0.004471017,0.006318013,0.002224839,0.0008680947,0.02105082],"category_scores_gemma":[0.02272806,0.0005399359,0.001361432,0.02211457,0.001453925,0.001946441,0.003708114,0.002121215,0.003681619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03055485,"about_ca_system_score_gemma":0.04683219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9838017,"about_ca_topic_score_gemma":0.9887623,"domain_scores_codex":[0.9953725,0.0008700768,0.000331824,0.0009090495,0.001438595,0.001078026],"domain_scores_gemma":[0.9903947,0.001945551,0.0007309438,0.001659129,0.004564601,0.000705135],"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":[0.000105791,0.00001760682,0.03456869,0.0008038999,0.0001421891,0.0001157701,0.0016389,0.001973172,0.00008343569,0.05257772,0.881045,0.02692791],"study_design_scores_gemma":[0.00005346923,0.000006283285,0.04899967,0.0006854528,0.00006386679,0.00006386064,0.001563673,0.001428995,0.0001218814,0.006602512,0.9403503,0.00005999033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01733784,0.00593743,0.001856624,0.009892565,0.0002783387,0.00009639744,0.9079241,0.0006880879,0.05598852],"genre_scores_gemma":[0.1174696,0.004043091,0.004752962,0.002013016,0.00009511413,0.0002787087,0.8581039,0.0005106763,0.01273283],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03055485,"threshold_uncertainty_score":0.221692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.087709768756114,"score_gpt":0.3348614995998254,"score_spread":0.2471517308437114,"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."}}