{"id":"W2108894887","doi":"10.1177/0022034512443689","title":"Rediscovering Sig Socransky, the Genius and His Legacy","year":2012,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Karolinska Institutet; International Association for Dental Research","keywords":"Periodontology; Certificate; Personality; Work (physics); Medicine; Medical education; Psychology; Dentistry; Family medicine; Library science; Psychoanalysis; Engineering; Computer science","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":[0.005295434,0.0008277723,0.0008450904,0.001452268,0.007081151,0.01012792,0.0009176732,0.002291845,0.01169996],"category_scores_gemma":[0.01540448,0.0003290605,0.0004581659,0.001027283,0.006728395,0.004268938,0.005101859,0.007231726,0.008022548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003924963,"about_ca_system_score_gemma":0.006478236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004811117,"about_ca_topic_score_gemma":0.01040899,"domain_scores_codex":[0.9950666,0.001101155,0.0001979792,0.0008928003,0.002166011,0.000575339],"domain_scores_gemma":[0.9793705,0.002963667,0.00108234,0.001139772,0.005764833,0.009678796],"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":[0.00003792888,0.00002095257,0.001188878,0.0001129408,0.00001401706,0.0003999728,0.00376925,0.00004991999,0.0004166426,0.009360808,0.9447215,0.03990714],"study_design_scores_gemma":[0.000002134896,0.00001193365,0.0004211829,0.00008435584,0.000004343246,0.0005798737,0.001318357,0.00002690395,0.0001268256,0.001280908,0.9961308,0.0000123093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01459725,0.07786496,0.003500897,0.5425407,0.2706711,0.0000344647,0.0001776633,0.000550679,0.09006239],"genre_scores_gemma":[0.1361132,0.0324097,0.002901564,0.2267253,0.1201235,0.00005927946,0.0001860937,0.001393687,0.4800877],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01169996,"threshold_uncertainty_score":0.03914034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08385815511524011,"score_gpt":0.4109038414261409,"score_spread":0.3270456863109008,"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."}}