{"id":"W3148948162","doi":"","title":"General discussion I","year":2008,"lang":"en","type":"book-chapter","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002930702,0.0004730179,0.0005878195,0.000303065,0.003087968,0.00004276838,0.0007946603,0.0006944505,0.0009468641],"category_scores_gemma":[0.0001628208,0.0003349897,0.000422754,0.0001074149,0.001623622,0.0007560991,0.0005150763,0.001647646,0.001949324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009242714,"about_ca_system_score_gemma":0.003053526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007885761,"about_ca_topic_score_gemma":0.00007419369,"domain_scores_codex":[0.99669,0.0001921907,0.0006815883,0.0006466982,0.001265954,0.0005235692],"domain_scores_gemma":[0.9970187,0.0003713059,0.0007974223,0.0008029267,0.0006945275,0.0003151111],"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":[0.003637183,0.0009104108,0.1919599,0.001314551,0.001993531,0.002818306,0.01215827,0.0003887779,0.0001884535,0.2155401,0.5499591,0.01913139],"study_design_scores_gemma":[0.0008726328,0.00009784591,0.045025,0.0005161084,0.0001116799,0.0002229862,0.0006452645,0.00004179711,0.00000764954,0.001654011,0.9503645,0.0004405198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009943447,0.0004794382,0.0002083652,0.001254788,0.00150069,0.0009639686,0.0004460903,0.0001191762,0.9850841],"genre_scores_gemma":[0.06862742,0.0007272968,0.00007783267,0.0001481168,0.0009500426,0.000003267353,0.0006494062,0.00005606195,0.9287605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4004054,"threshold_uncertainty_score":0.9999664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04037702084019849,"score_gpt":0.321223641759055,"score_spread":0.2808466209188565,"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."}}