{"id":"W772574460","doi":"10.51644/pwfj5322","title":"The devil is in the definitions","year":2006,"lang":"en","type":"article","venue":"Consensus","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08955353,0.0009554364,0.002856932,0.008225534,0.009912022,0.01784071,0.006457702,0.01518749,0.006327195],"category_scores_gemma":[0.1858452,0.0009494717,0.001296189,0.00551826,0.06661234,0.03103925,0.01535736,0.03080545,0.001887996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008453505,"about_ca_system_score_gemma":0.01806702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003109267,"about_ca_topic_score_gemma":0.003934314,"domain_scores_codex":[0.8668126,0.07614613,0.01622597,0.01052057,0.02611886,0.004175889],"domain_scores_gemma":[0.8051971,0.1166329,0.00994692,0.02497,0.03579793,0.007455112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001077479,0.00001433832,0.0002267986,0.0001962988,0.0000142289,0.00003618572,0.004591971,0.00005584142,0.0000397964,0.9631094,0.02014985,0.01155453],"study_design_scores_gemma":[0.00002051772,0.00002615702,0.0002558692,0.001125815,0.0000155975,0.0002151243,0.005414552,0.0002402709,0.0001275317,0.747111,0.2454114,0.00003618081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005543441,0.03141264,0.06420794,0.7442129,0.02936651,0.0001310338,0.0001748185,0.0002043904,0.1247463],"genre_scores_gemma":[0.5458446,0.02298933,0.1026484,0.2546966,0.03051965,0.001648857,0.0006486878,0.0008422418,0.04016165],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08955353,"threshold_uncertainty_score":0.47361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2027731706490261,"score_gpt":0.5069524048287193,"score_spread":0.3041792341796932,"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."}}