{"id":"W4293103374","doi":"","title":"Marginalia.","year":2019,"lang":"fr","type":"article","venue":"PubMed","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Computer science; Marginalia; World Wide Web; Information retrieval; Art","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004934481,0.0008429394,0.0007632286,0.004037522,0.002314518,0.004582663,0.001053447,0.0009917193,0.5665057],"category_scores_gemma":[0.003213619,0.0004265098,0.0005532132,0.002630559,0.0008941299,0.002563549,0.002417737,0.001770479,0.376086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001574589,"about_ca_system_score_gemma":0.002224367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008753047,"about_ca_topic_score_gemma":0.01304892,"domain_scores_codex":[0.9995418,0.00007358324,0.00004779607,0.00006973587,0.0001476966,0.0001194222],"domain_scores_gemma":[0.9993687,0.0001022101,0.00005466362,0.00009970638,0.0002298073,0.0001449111],"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":[0.0002931035,0.00006480449,0.001348304,0.001036637,0.00003141161,0.0008096125,0.0005915246,0.00003168778,0.0009290364,0.03186756,0.6467559,0.3162404],"study_design_scores_gemma":[0.0000154472,0.00001174729,0.001296927,0.0002762185,0.00001032939,0.0007767098,0.0002202882,0.00001877612,0.0002653481,0.002342177,0.9947596,0.000006333422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003636752,0.01973651,0.0009224033,0.007524815,0.003652905,0.00008542551,0.007387208,0.002073782,0.9549803],"genre_scores_gemma":[0.0434813,0.02090012,0.002893431,0.003676336,0.002657354,0.0001655061,0.00785476,0.001532778,0.9168383],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4334943,"threshold_uncertainty_score":0.618327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091628277558751,"score_gpt":0.2026951132045521,"score_spread":0.1817788304289646,"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."}}