{"id":"W4313275003","doi":"10.52010/ijom.2022.48.1.6","title":"Proceedings of the 2022 ICAP Conference","year":2022,"lang":"en","type":"article","venue":"International Journal of Orofacial Myology","topic":"Oral and Craniofacial Lesions","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Engineering ethics; Operations research; 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":[0.003093034,0.001267366,0.0006370844,0.001697595,0.002096762,0.008205625,0.001299945,0.002815529,0.1547358],"category_scores_gemma":[0.00462608,0.0002838298,0.0007074202,0.001386801,0.0009041943,0.002095952,0.002879973,0.003255128,0.08751756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002382174,"about_ca_system_score_gemma":0.00537372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007853225,"about_ca_topic_score_gemma":0.01725168,"domain_scores_codex":[0.9974987,0.000414364,0.0001109972,0.0002573995,0.001411885,0.0003067979],"domain_scores_gemma":[0.9960872,0.000363539,0.0001265813,0.0002178386,0.002025922,0.001178988],"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":[0.00006001821,0.00003232769,0.0001173138,0.00008346145,0.000006385461,0.0001199447,0.00005530893,0.00009782257,0.0002242106,0.001190706,0.9635487,0.03446374],"study_design_scores_gemma":[0.000006447796,0.00001071597,0.0003376228,0.00006529736,0.000003342435,0.00006773643,0.00007991448,0.00007875599,0.0001040132,0.0004258402,0.9988149,0.000005315368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004218985,0.0273009,0.005847342,0.06637096,0.2200608,0.0003298494,0.00287435,0.001298801,0.6716981],"genre_scores_gemma":[0.02486914,0.02271162,0.005616639,0.009046393,0.04560747,0.0004176538,0.006645121,0.000889048,0.8841968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1547358,"threshold_uncertainty_score":0.517643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04578699108458513,"score_gpt":0.3894984173900051,"score_spread":0.34371142630542,"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."}}