{"id":"W2604307036","doi":"10.1017/9781316687048.006","title":"Conclusion","year":2017,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000194623,0.0001534897,0.0002280318,0.00005001537,0.002151601,0.00005605258,0.000981507,0.0002901244,0.00001319317],"category_scores_gemma":[0.00003785819,0.0001834443,0.000128325,0.000001506741,0.0007082402,0.00006833307,0.0007518646,0.0002875761,0.00002903826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078183,"about_ca_system_score_gemma":0.0001783601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002394671,"about_ca_topic_score_gemma":0.0002205075,"domain_scores_codex":[0.9991384,0.00006021302,0.00008887939,0.000229415,0.0002902526,0.0001928424],"domain_scores_gemma":[0.9986517,0.00008131921,0.0002499592,0.0007210792,0.0001655809,0.0001304061],"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":[0.00001275954,0.000002257935,0.000001113933,0.000009475722,0.00003537212,0.00002635948,0.0005884506,2.709125e-8,0.000002167726,0.9366457,0.05701094,0.005665324],"study_design_scores_gemma":[0.0001749757,0.00001205042,0.000007851658,0.00009280522,0.00007575162,3.596696e-7,0.0002797068,0.000002276729,0.000006172706,0.0000414773,0.9991108,0.0001957475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001522744,0.0003359474,0.00002010356,0.0002509046,0.0003790009,0.0002796446,0.00004349237,0.00008105659,0.9985946],"genre_scores_gemma":[0.00158006,0.003101742,0.00002541154,0.00004993245,0.0002575303,4.439307e-7,0.00001854312,0.00001451492,0.9949518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9420999,"threshold_uncertainty_score":0.9991475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04871695682673521,"score_gpt":0.2625990181830263,"score_spread":0.2138820613562911,"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."}}