{"id":"W2559962103","doi":"10.18733/c34883","title":"Inside the Outside Series","year":2016,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Perception; Geography; Computer science; Geology; Epistemology; Philosophy; Paleontology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002095114,0.00005514561,0.0000712809,0.000004184037,0.0007823057,0.00004874768,0.0001593714,0.00004352337,0.0001702231],"category_scores_gemma":[0.0002266686,0.0000194569,0.00002907832,0.00005259071,0.001022647,0.0001818272,0.0001033986,0.00005676769,0.0000445216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001210804,"about_ca_system_score_gemma":0.0000134443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000204221,"about_ca_topic_score_gemma":0.0007281705,"domain_scores_codex":[0.9994115,0.000136548,0.00008566917,0.00009198423,0.0001279401,0.0001463728],"domain_scores_gemma":[0.9995639,0.0001844261,0.00002837782,0.0001070366,0.00005268898,0.00006362206],"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":[0.00003631819,0.00002558243,0.006172209,0.0000053488,0.00002434121,0.000002664157,0.1894275,8.326705e-8,0.001323608,0.5747342,0.02750379,0.2007444],"study_design_scores_gemma":[0.00007889459,0.00002451487,0.01150824,0.0000114084,0.000005437752,0.000001745408,0.06863941,1.715666e-7,0.00003727527,0.005597795,0.9140284,0.00006670444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7799073,0.002277369,0.00002208268,0.1650867,0.0004451168,0.0001434304,0.000002077954,0.00006856064,0.05204732],"genre_scores_gemma":[0.981054,0.008111575,0.00003176315,0.0006509283,0.0005962888,0.00001714976,8.112797e-7,0.000001651817,0.009535852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8865246,"threshold_uncertainty_score":0.6016942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6882589396066382,"score_gpt":0.4947496470562345,"score_spread":0.1935092925504037,"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."}}