{"id":"W7053403872","doi":"","title":"WEBKDD 2002 - Mining web data for discovering usage patterns and profiles 4th International Workshop, Edmonton, Canada, July 23, 2002 ; revised papers","year":2003,"lang":"en","type":"article","venue":"","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Web mining; The Internet; Field (mathematics); Feature (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004214749,0.001733188,0.002443694,0.005840988,0.001601604,0.004649949,0.001911955,0.0008919584,0.004924662],"category_scores_gemma":[0.01305738,0.001755444,0.001427601,0.004719843,0.0009064297,0.0023136,0.001322315,0.002571024,0.00503678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002967326,"about_ca_system_score_gemma":0.01150562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2075281,"about_ca_topic_score_gemma":0.3623477,"domain_scores_codex":[0.9971471,0.0002993072,0.0003746728,0.0003492652,0.001582865,0.0002466934],"domain_scores_gemma":[0.9924584,0.001898434,0.0002335826,0.001027877,0.003763248,0.0006185361],"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":[0.0009039084,0.0007094547,0.0267581,0.001218842,0.0003938184,0.0006643427,0.000520441,0.008322415,0.01218605,0.003262614,0.496467,0.448593],"study_design_scores_gemma":[0.0006603586,0.0004352693,0.08173306,0.0007687177,0.0006767852,0.002123184,0.001344271,0.2111561,0.07674414,0.01329163,0.6107407,0.0003257521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1488502,0.01943357,0.3886793,0.01689931,0.004043462,0.00207523,0.3075792,0.09608699,0.01635271],"genre_scores_gemma":[0.09107164,0.01032454,0.3620846,0.000975939,0.0004769274,0.0006594638,0.4660608,0.004440937,0.06390518],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7924719,"threshold_uncertainty_score":0.4126403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03089474732075111,"score_gpt":0.2801838414084794,"score_spread":0.2492890940877283,"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."}}