{"id":"W7139149216","doi":"","title":"Border Barometer","year":2019,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interdependence; Barometer; Variety (cybernetics); Social security","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":[0.002760993,0.0006417236,0.0005337521,0.00428258,0.003763228,0.005884836,0.001414262,0.001617875,0.2219047],"category_scores_gemma":[0.01624855,0.0004250314,0.0003554662,0.004515248,0.0006474514,0.00270257,0.002252819,0.003286955,0.08349146],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003477984,"about_ca_system_score_gemma":0.006093575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09630975,"about_ca_topic_score_gemma":0.09116966,"domain_scores_codex":[0.9966369,0.0002616544,0.00029231,0.0005419274,0.001756382,0.0005109429],"domain_scores_gemma":[0.9854699,0.001435683,0.0008066565,0.0008842809,0.009953434,0.001449981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00008480841,0.00001592878,0.002261599,0.00008294217,0.000003272414,0.00002787363,0.0001805838,0.00005597304,0.0001478092,0.01084891,0.9660271,0.02026326],"study_design_scores_gemma":[0.00002774666,0.00001742941,0.008080159,0.000129608,0.000004950065,0.00002844844,0.0004207772,0.0001077246,0.0001662786,0.0007676491,0.9902315,0.00001765604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01028696,0.002631691,0.003311761,0.01658404,0.033253,0.0003995756,0.1037801,0.004360052,0.8253928],"genre_scores_gemma":[0.1167947,0.003741343,0.006412697,0.01127341,0.00744932,0.0009293117,0.1177217,0.00230119,0.7333764],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.996522,"threshold_uncertainty_score":0.742345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511700707101214,"score_gpt":0.2605973819629938,"score_spread":0.2454803748919817,"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."}}