{"id":"W6888893109","doi":"10.25316/ir-18892","title":"The Flagstone V.22:No.4 [April 2017]","year":2017,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Club; Procession; Adventure; Power (physics); Baroque","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002118336,0.0004631342,0.0007259293,0.0005654365,0.0008950766,0.0001589122,0.001322514,0.0003664289,0.001257085],"category_scores_gemma":[0.0001447588,0.0004542423,0.0002921019,0.0001807085,0.0006102651,0.0002089263,0.0006081507,0.0004165815,0.00433988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634844,"about_ca_system_score_gemma":0.00005976218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635065,"about_ca_topic_score_gemma":0.002650947,"domain_scores_codex":[0.9982897,0.00002951722,0.0001779712,0.0008333184,0.0001098689,0.0005596093],"domain_scores_gemma":[0.997484,0.00007518012,0.0008692387,0.001381885,0.00007828997,0.0001114244],"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":[0.00003508761,0.00003646025,0.00006202468,0.00002559491,0.0004449339,0.00007516139,0.0001939347,0.000003941008,3.20182e-7,0.03465456,0.9641324,0.0003355796],"study_design_scores_gemma":[0.0008890079,0.00004022905,0.0000339336,0.00008553747,0.0000479184,0.000001207845,0.0004964474,0.00003686093,7.013817e-7,0.001326213,0.996469,0.0005729044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001475723,0.006380516,0.0009325497,0.0002454745,0.005200817,0.0003254632,0.0006928216,0.000170553,0.9860503],"genre_scores_gemma":[0.0003039888,0.01694655,0.0002332063,0.00004110871,0.0005886895,0.000002370575,0.00000156901,0.0002169222,0.9816656],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03332835,"threshold_uncertainty_score":0.9997909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959712845949608,"score_gpt":0.2117171788353394,"score_spread":0.1921200503758433,"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."}}