{"id":"W7006344477","doi":"","title":"“They’re flooding the internet”: A cross-national analysis of&#13;\\nnewspaper representations of the ‘internet predator’ in Australia, Canada, the UK and USA","year":2013,"lang":"en","type":"dissertation","venue":"ORCA Online Research @Cardiff (Cardiff University)","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arts and Humanities Research Council","keywords":"Newspaper; The Internet; Narrative; Set (abstract data type); Child sexual abuse; Construct (python library); Element (criminal law); TRACE (psycholinguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006452295,0.0002131757,0.0004216879,0.0001764366,0.000261846,0.0000893975,0.001200219,0.0002097434,0.0003269013],"category_scores_gemma":[0.0002855642,0.00008212215,0.0003481855,0.001689914,0.0003282744,0.00008368689,0.0003366656,0.0006557129,0.00000222406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001675128,"about_ca_system_score_gemma":0.0003385182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5438025,"about_ca_topic_score_gemma":0.96023,"domain_scores_codex":[0.9971957,0.0006733956,0.0003493172,0.0004213646,0.0009804291,0.0003798571],"domain_scores_gemma":[0.9978381,0.001000046,0.0002531111,0.0002292548,0.0005666038,0.0001129259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002433218,0.0001809591,0.9741551,0.00007566314,0.002721192,0.00002175253,0.001482217,0.002071424,0.007286394,0.001405431,0.008519056,0.001837498],"study_design_scores_gemma":[0.0001485995,0.00003840914,0.9831002,0.00006760677,0.0002688611,0.000001849357,0.003789376,0.0004044264,0.000628162,0.00007695092,0.01132741,0.0001481231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922203,0.0001171612,4.474998e-7,0.0003747192,0.0001133443,0.000497404,0.001958712,0.000003656019,0.004714229],"genre_scores_gemma":[0.9701433,0.0002202489,0.00000774517,0.00001755202,0.00009733277,0.000006678083,0.001125496,0.000002135125,0.02837948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4164275,"threshold_uncertainty_score":0.4592353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06750607399755594,"score_gpt":0.3082875538109833,"score_spread":0.2407814798134273,"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."}}