{"id":"W4229508113","doi":"10.24908/iqurcp.9819","title":"Abstracts (Posters)","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002994044,0.0002422351,0.0004455687,0.0006717764,0.0006397979,0.000794668,0.0007892415,0.0001445715,0.002661743],"category_scores_gemma":[0.000549882,0.0002659468,0.0001052762,0.0006848287,0.001824486,0.0009344273,0.0004953956,0.0004402643,0.05525995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002434383,"about_ca_system_score_gemma":0.00009763789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004913738,"about_ca_topic_score_gemma":0.00001581756,"domain_scores_codex":[0.9969183,0.00001447446,0.0007327096,0.001026788,0.0002099235,0.001097806],"domain_scores_gemma":[0.9982104,0.00008357073,0.0002783614,0.0003076163,0.0008302926,0.0002897151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004370842,0.00007858333,0.005648232,0.00004648187,0.00008647714,0.000004743317,0.005228407,4.730143e-7,0.0001293113,0.6811249,0.3068328,0.0007759284],"study_design_scores_gemma":[0.0007939337,0.0003667073,0.003913388,0.00009769336,0.000006231435,0.000009217071,0.007293913,0.0006272292,0.001163413,0.419876,0.5652131,0.0006391439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1146787,0.000145157,0.0003067931,0.011661,0.001922054,0.0004409355,0.00007301731,0.0001521279,0.8706202],"genre_scores_gemma":[0.9080709,0.0003081896,0.0003655759,0.000170067,0.0005697632,0.00004843155,0.000004868921,0.00002904979,0.09043318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7933922,"threshold_uncertainty_score":0.9999793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1931864604596368,"score_gpt":0.3377919055576261,"score_spread":0.1446054450979893,"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."}}