{"id":"W7029931427","doi":"","title":"Marktrapportage Elektronische Communicatie Juni 2011:","year":2011,"lang":"nl","type":"report","venue":"TNO Repository","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mobile apps; Research method; Customer engagement","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001913909,0.0009069571,0.001640489,0.0004339709,0.0007363125,0.00009921142,0.0005973708,0.001493798,0.0086758],"category_scores_gemma":[0.0001243005,0.000867327,0.001018752,0.0001802613,0.0004160712,0.0002511597,0.000260056,0.002369643,0.005952348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006236389,"about_ca_system_score_gemma":0.00256922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002154459,"about_ca_topic_score_gemma":0.00003252759,"domain_scores_codex":[0.994261,0.0005821807,0.002135332,0.0009577995,0.001177077,0.0008866113],"domain_scores_gemma":[0.9930246,0.0001984499,0.002139915,0.003099163,0.001034928,0.0005029496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00190438,0.004060665,0.2571481,0.004632785,0.007276157,0.00280175,0.001205168,0.00001345352,0.007730941,0.001468304,0.6826009,0.02915748],"study_design_scores_gemma":[0.001545962,0.000635357,0.1218864,0.0008998808,0.002760312,0.001509194,0.0001284674,0.0002886102,0.001375877,0.00002571648,0.8680914,0.000852778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00620954,0.02217638,0.0006687513,0.0001290091,0.01087975,0.002099993,0.00003060193,0.0003736229,0.9574323],"genre_scores_gemma":[0.4215221,0.005060624,0.0002322769,0.0001757861,0.002969539,0.0002505601,0.0005581419,0.0001740912,0.5690569],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4153126,"threshold_uncertainty_score":0.9999319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106518095451353,"score_gpt":0.2796967219557182,"score_spread":0.2386315410012046,"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."}}