{"id":"W4297998264","doi":"10.32920/ryerson.14647092.v2","title":"Terms of restriction","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Surprise; Commission; Politics; Business; Public relations; Legislation; Political science; Advertising; Internet privacy; Sociology; Law; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005675341,0.0009861069,0.001019151,0.001907792,0.00593477,0.01275116,0.00340008,0.004786246,0.1483625],"category_scores_gemma":[0.0178225,0.0006177215,0.001027709,0.002596953,0.007470788,0.01161611,0.009226817,0.007418086,0.1156972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004628409,"about_ca_system_score_gemma":0.006208599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008511922,"about_ca_topic_score_gemma":0.008167826,"domain_scores_codex":[0.9892832,0.003237348,0.0009042387,0.001564984,0.003750017,0.001260358],"domain_scores_gemma":[0.9939114,0.001627592,0.0003029554,0.002181545,0.001737289,0.0002392491],"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":[0.00002658198,0.00001021995,0.0001179001,0.00009311164,0.000003783146,0.00005206708,0.001134888,0.00003656661,0.0001689857,0.7480763,0.2228896,0.02739002],"study_design_scores_gemma":[0.000002728079,0.000003706216,0.00006093859,0.00008728934,0.000001573096,0.00005857155,0.0001952631,0.00002949826,0.00006572609,0.01944429,0.9800448,0.000005656271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0008077426,0.001816579,0.008752248,0.008837463,0.003302753,0.000186375,0.0009422493,0.0006136732,0.974741],"genre_scores_gemma":[0.04578457,0.003367317,0.008984515,0.01635382,0.00227604,0.0009740338,0.002296992,0.001322548,0.9186401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1483625,"threshold_uncertainty_score":0.496322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07343788872076017,"score_gpt":0.3734454252831408,"score_spread":0.3000075365623806,"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."}}