{"id":"W2049673158","doi":"10.1087/2009209","title":"Why visibility matters — exploding the Broadcast Fallacy","year":2009,"lang":"en","type":"article","venue":"Learned Publishing","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Milton District Hospital","funders":"","keywords":"Fallacy; Visibility; Citation; Computer science; Library science; Linguistics; Philosophy; Physics; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02530715,0.0004714226,0.001027632,0.004683983,0.006191669,0.01689863,0.002224787,0.01301517,0.0301773],"category_scores_gemma":[0.2027388,0.0008031881,0.0006226241,0.004442768,0.01978511,0.03768913,0.007619082,0.0174222,0.005002218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006219067,"about_ca_system_score_gemma":0.004915156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0151987,"about_ca_topic_score_gemma":0.01129289,"domain_scores_codex":[0.9836434,0.005998777,0.0007740107,0.001891142,0.006413049,0.001279653],"domain_scores_gemma":[0.7104114,0.244256,0.009945245,0.01178831,0.01911147,0.004487489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000188854,0.00006262471,0.003694694,0.0002861867,0.0000411003,0.0002498375,0.01313172,0.0001517098,0.0002742557,0.7519411,0.166351,0.0636268],"study_design_scores_gemma":[0.0001023899,0.00004493623,0.003547852,0.001273383,0.00008904845,0.0003773267,0.008491963,0.0008239222,0.0007676401,0.6333238,0.3510891,0.00006874847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02195692,0.009101986,0.008761751,0.7475041,0.004615135,0.00003075114,0.0003244331,0.0002748809,0.2074301],"genre_scores_gemma":[0.744212,0.009495975,0.003980529,0.1797573,0.01902623,0.0001074754,0.0003106279,0.001268484,0.04184126],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9831014,"threshold_uncertainty_score":0.1338386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043549123828711,"score_gpt":0.3112600951245254,"score_spread":0.2677109712958144,"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."}}