{"id":"W7005141974","doi":"","title":"Personalisering in het Nederlandse televisiedebat: Is er sprake van personalisering in het Nederlandse televisiedebat in een periode van 1967 tot 2012? Een inhoudsanalyse van zeven Nederlandse televisiedebatten","year":2016,"lang":"nl","type":"other","venue":"Leiden Repository (Leiden University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Paraphernalia; Context (archaeology); Quarter (Canadian coin); Period (music)","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":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002035483,0.002346642,0.004488179,0.006938892,0.0008932572,0.0011901,0.003043657,0.001705538,0.03464277],"category_scores_gemma":[0.0002462367,0.002751986,0.001390053,0.002342158,0.0006979508,0.002841467,0.001754991,0.00191732,0.009668582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003544645,"about_ca_system_score_gemma":0.0005601409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098167,"about_ca_topic_score_gemma":0.009560331,"domain_scores_codex":[0.9878641,0.000519634,0.003250533,0.004721975,0.0006132747,0.003030427],"domain_scores_gemma":[0.9936934,0.0004670067,0.002423052,0.002253461,0.0002174792,0.0009456056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007640425,0.0004195714,0.911479,0.0007257402,0.001460359,0.003977896,0.008200523,0.000402177,0.0002699242,0.0006796903,0.06961682,0.002004269],"study_design_scores_gemma":[0.01078104,0.0002931953,0.1221909,0.003445567,0.00044667,0.000158696,0.01537962,0.001301872,0.0002087783,0.00030986,0.8399852,0.005498587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3404658,0.003864286,0.00011127,0.001022878,0.00280527,0.001993608,0.0009853513,0.0001986289,0.6485528],"genre_scores_gemma":[0.3140897,0.002566833,0.000181127,0.0003309599,0.0008604284,0.00003608104,0.0001186932,0.0004055122,0.6814106],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.789288,"threshold_uncertainty_score":0.9998468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889579777887927,"score_gpt":0.2066000813510386,"score_spread":0.1877042835721593,"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."}}