{"id":"W6923621395","doi":"10.14288/1.0133794","title":"Subidvision & Development : Burnaby","year":2014,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Perspective (graphical); Feature (linguistics); Population","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003860747,0.0003879331,0.0004831435,0.0004668949,0.002025388,0.001498433,0.0008955385,0.0003558958,0.07904914],"category_scores_gemma":[0.0000926063,0.0003835612,0.00008543694,0.001706543,0.00005610266,0.00006722535,0.0005409253,0.0003215169,0.0433981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005097328,"about_ca_system_score_gemma":0.0006760898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01319361,"about_ca_topic_score_gemma":0.0987718,"domain_scores_codex":[0.9981309,0.0001541647,0.0003392036,0.0006123209,0.0003780815,0.0003853531],"domain_scores_gemma":[0.9985923,0.00004458934,0.0003238066,0.0007713555,0.00008737394,0.0001805919],"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":[0.00001396857,0.0001226884,0.000004593218,0.00001338147,0.0001392998,0.000001719771,0.00004306999,0.000004959521,0.00002509621,0.00001994433,0.9991863,0.0004249492],"study_design_scores_gemma":[0.0005567894,0.00002038547,0.00001892345,0.000255671,0.00004855603,0.00001933838,0.00001194917,0.000005405979,0.00003180502,0.0001148454,0.9984111,0.0005053001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[7.259007e-7,0.0001014194,0.001280782,0.00002745132,0.0008683729,0.001482767,0.0001399557,0.000488363,0.9956102],"genre_scores_gemma":[0.000003458598,0.00002409386,0.01419567,0.00005930833,0.0003181274,0.0004901048,0.000295387,0.001465877,0.983148],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0855782,"threshold_uncertainty_score":0.9998617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936786563300519,"score_gpt":0.2966868371142315,"score_spread":0.2673189714812263,"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."}}