{"id":"W2883176279","doi":"10.26522/ssj.v12i1.1664","title":"The Northern Edge of Everything (Creative Intervention)","year":2018,"lang":"en","type":"article","venue":"Studies in Social Justice","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Enhanced Data Rates for GSM Evolution; Intervention (counseling); Political science; Sociology; Psychology; Engineering; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004396307,0.00006254586,0.0001153757,0.00003168376,0.0005488111,0.000008808559,0.0001696315,0.00002717294,0.00006695613],"category_scores_gemma":[0.001021474,0.00004754065,0.00004506006,0.0002989275,0.001315688,0.00004588306,0.00008652555,0.00009989671,0.00005913005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005688751,"about_ca_system_score_gemma":0.00001962194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007689338,"about_ca_topic_score_gemma":0.0008506271,"domain_scores_codex":[0.9992011,0.0002027084,0.0001906347,0.0001415891,0.0001099491,0.0001540136],"domain_scores_gemma":[0.9989516,0.000597481,0.000122242,0.000112011,0.0002045679,0.00001213956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002552841,0.0007195625,0.02286441,0.0001109003,0.0002203743,0.000006446959,0.7662438,8.382788e-7,0.0002625385,0.07066243,0.0725254,0.06612807],"study_design_scores_gemma":[0.0007248256,0.0002896251,0.1853578,0.00009115064,0.000149159,0.000004495067,0.7630953,0.000008102927,0.0002713999,0.002967343,0.04685147,0.0001892699],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8489299,0.0006463387,0.0001210722,0.001307502,0.008533885,0.0001571272,0.000006018534,0.00002164815,0.1402764],"genre_scores_gemma":[0.9925189,0.00006284693,0.00002105535,0.0001919245,0.0007061429,0.00002642322,2.672123e-7,0.000004953954,0.006467467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1624934,"threshold_uncertainty_score":0.4847709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043734944094781,"score_gpt":0.4779161583677087,"score_spread":0.3735426639582306,"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."}}