{"id":"W4248330122","doi":"10.1017/9781108381697.011","title":"Time and Media","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","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":[0.0002730025,0.000141954,0.0001771641,0.0001007306,0.0005398964,0.00004253146,0.000457972,0.0002911375,0.0000989991],"category_scores_gemma":[0.00005566534,0.0001769227,0.00005392624,0.000006883087,0.001137238,0.00009159924,0.0001598078,0.0001902779,0.0001086957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001410815,"about_ca_system_score_gemma":0.0002893105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008559586,"about_ca_topic_score_gemma":0.0001375446,"domain_scores_codex":[0.9991639,0.00008824018,0.00009703443,0.0002390313,0.0002333314,0.0001784496],"domain_scores_gemma":[0.9988785,0.0001839771,0.0001322482,0.0004031554,0.0001913449,0.0002107211],"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":[0.00001472558,0.000005466818,0.000002911019,0.00001562846,0.00003638931,0.000005005404,0.01510105,2.340031e-8,0.000004102461,0.8098707,0.1728874,0.002056518],"study_design_scores_gemma":[0.0001111383,0.00001035142,0.00002422021,0.00005978932,0.00007557823,7.947111e-7,0.0008925098,0.000005670015,0.000008379721,0.00009075276,0.9985327,0.0001881023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009801603,0.0002112449,0.00001017567,0.00009483384,0.0003507956,0.0001970168,0.00005095154,0.00008342054,0.9980214],"genre_scores_gemma":[0.0006703736,0.001054255,0.0001026523,0.00004834417,0.0005911111,3.22229e-7,0.00006612499,0.00001588205,0.9974509],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8256453,"threshold_uncertainty_score":0.7214699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634180070181719,"score_gpt":0.2405481495781848,"score_spread":0.2042063488763676,"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."}}