{"id":"W2055977863","doi":"10.2139/ssrn.1762214","title":"Curing Spam: Rights, Signals & Screens","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Curing (chemistry); Computer science; Business; Computer security; Internet privacy; Speech recognition; Materials science; Composite material","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":[0.003152928,0.0006186615,0.000400411,0.001739968,0.003142035,0.01007334,0.0009894642,0.005000346,0.07561843],"category_scores_gemma":[0.02367458,0.0003698776,0.0003210314,0.0006937436,0.005198593,0.01086563,0.002648731,0.002612792,0.01874612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000840895,"about_ca_system_score_gemma":0.0008783939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001073905,"about_ca_topic_score_gemma":0.001224353,"domain_scores_codex":[0.9968437,0.001477719,0.00009684081,0.0002209045,0.001015849,0.0003449008],"domain_scores_gemma":[0.9889331,0.006267588,0.0009356927,0.00181763,0.001298888,0.0007470765],"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":[0.0003695912,0.0002905186,0.002463491,0.0002451153,0.00002121882,0.0003804509,0.002056155,0.0008597085,0.003720338,0.5075986,0.1790598,0.302935],"study_design_scores_gemma":[0.0001142547,0.0002709768,0.004123624,0.0005656383,0.0001002014,0.001333235,0.002986918,0.00726274,0.01141784,0.4278932,0.5437869,0.0001445054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02927794,0.002196125,0.06162247,0.05452397,0.001238109,0.0001397375,0.000313559,0.0032389,0.8474492],"genre_scores_gemma":[0.7582079,0.002043462,0.02723773,0.01307921,0.001309655,0.0001860342,0.000114851,0.000948205,0.1968728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07561843,"threshold_uncertainty_score":0.2529688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386981548318845,"score_gpt":0.3117307512056114,"score_spread":0.2878609357224229,"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."}}