{"id":"W3044881986","doi":"10.1111/aos.13378","title":"Professor Juhani Airaksinen","year":2017,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Specialty; Medical school; Medicine; Active listening; Ophthalmology; Jazz; Optometry; Psychology; History; Family medicine; Medical education; Art history","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":[0.00102539,0.0007793575,0.0006061927,0.001055752,0.0007404985,0.001706085,0.0008359354,0.001884363,0.05291172],"category_scores_gemma":[0.005845043,0.0002740345,0.0004727106,0.0003916772,0.0006491294,0.001423204,0.001446251,0.00543804,0.02561665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122441,"about_ca_system_score_gemma":0.002322878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050485,"about_ca_topic_score_gemma":0.001093336,"domain_scores_codex":[0.9991109,0.0001638661,0.0000662605,0.0002751749,0.0002472657,0.0001366302],"domain_scores_gemma":[0.9981755,0.000226014,0.0001589391,0.00005038756,0.0006167861,0.0007724302],"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":[0.0001296405,0.00005360466,0.001286249,0.0004481134,0.00001822687,0.001422493,0.000300709,0.0001497717,0.0005642723,0.003699955,0.8811105,0.1108165],"study_design_scores_gemma":[0.00001897282,0.00005605974,0.000797976,0.0003339841,0.000008642449,0.004699911,0.0001795462,0.00009811803,0.000334305,0.001247934,0.9922107,0.00001389367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008230155,0.2288221,0.00484888,0.4003947,0.2707141,0.0002354889,0.0007588369,0.0005997217,0.08539594],"genre_scores_gemma":[0.1038373,0.1807421,0.003747469,0.127442,0.1700276,0.0004291357,0.001073595,0.0005261507,0.4121747],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05291172,"threshold_uncertainty_score":0.1770074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1732768835156735,"score_gpt":0.4659637102481835,"score_spread":0.29268682673251,"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."}}