{"id":"W4392548514","doi":"10.36368/jns.v9i1.791","title":"Media Environments","year":2015,"lang":"en","type":"article","venue":"Journal of Northern Studies","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"North Germanic languages; Philosophy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001730041,0.00007008269,0.0002496215,0.0001032399,0.0002475473,0.00001852819,0.0001569936,0.00003025884,0.000006141458],"category_scores_gemma":[0.001041847,0.00005059872,0.00008471464,0.0001500315,0.0002883867,0.0002864833,0.00004859931,0.00008237756,0.00007682825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349019,"about_ca_system_score_gemma":0.00007667167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007594898,"about_ca_topic_score_gemma":0.001608223,"domain_scores_codex":[0.9985112,0.00009019976,0.000408017,0.00004112455,0.0007910459,0.0001584439],"domain_scores_gemma":[0.9987628,0.0001530895,0.0004550039,0.00006158632,0.0004594154,0.0001080385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000244496,0.00004225878,0.4578099,0.000007798134,0.0005813502,0.00001997938,0.5264286,0.00003202473,0.000003275928,0.001666348,0.008417309,0.004966733],"study_design_scores_gemma":[0.000511459,0.00006902967,0.02603398,0.00003620588,0.0000415012,0.00001005586,0.5080835,3.119017e-7,0.000005253281,0.00245432,0.4626589,0.00009544501],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304811,0.01635676,0.0001128969,0.004390192,0.003240426,0.0001566699,0.000002764907,0.0000229064,0.04523624],"genre_scores_gemma":[0.9970224,0.001453004,0.0001686478,0.00008547203,0.0005445115,0.000002125548,1.123954e-7,0.000004141621,0.0007195614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4542416,"threshold_uncertainty_score":0.2063356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1138755971340475,"score_gpt":0.3465411857919929,"score_spread":0.2326655886579454,"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."}}