{"id":"W2110230753","doi":"10.1002/ca.22665","title":"“<scp>N</scp>ettermania” and the <scp>M</scp>atthew Effect: It is Time to Plead for <scp>C</scp>arlos <scp>A</scp>. <scp>G</scp>. <scp>M</scp>achado","year":2015,"lang":"en","type":"letter","venue":"Clinical Anatomy","topic":"Literary and Philosophical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Citation; Medicine; Humanities; Library science; Art; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.003076737,0.0003907485,0.0005731106,0.000525649,0.009418607,0.003829587,0.001593746,0.03045677,0.01869944],"category_scores_gemma":[0.02119484,0.0004123425,0.0006740883,0.0005691365,0.007645627,0.006519413,0.003341239,0.0413018,0.006631859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004529892,"about_ca_system_score_gemma":0.008487093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01849944,"about_ca_topic_score_gemma":0.04105353,"domain_scores_codex":[0.997771,0.0006463074,0.0001824627,0.000283653,0.0007479778,0.000368499],"domain_scores_gemma":[0.9931282,0.003131654,0.0004613832,0.0002970384,0.001336955,0.001644854],"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":[0.000009755072,0.000009458566,0.0002096273,0.00003326606,0.000002459961,0.0008185356,0.0004386385,0.00001521971,0.00005275947,0.008498146,0.9861752,0.003736949],"study_design_scores_gemma":[0.00001711187,0.000010447,0.0006414937,0.000268209,0.000004940963,0.001928784,0.002312294,0.00007529648,0.00009518294,0.009986342,0.9846359,0.00002393824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002286619,0.000945784,0.00002672175,0.985752,0.005939057,0.000002873856,0.000006466984,0.000005599773,0.007092681],"genre_scores_gemma":[0.005519638,0.001256981,0.00009993603,0.9601395,0.008715775,0.00002089518,0.000009215477,0.00001817702,0.02421989],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03045677,"threshold_uncertainty_score":0.06255585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05001446462951234,"score_gpt":0.3496041678659277,"score_spread":0.2995897032364153,"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."}}