{"id":"W4394677996","doi":"10.15331/jdsm.7326","title":"What I Know For Sure","year":2024,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","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":[],"consensus_categories":[],"category_scores_codex":[0.0009550067,0.00010901,0.0002169777,0.0001892964,0.00007374035,0.0001225634,0.0001504377,0.00006975575,0.0002720917],"category_scores_gemma":[0.0003398163,0.00007905912,0.0001138423,0.0002099245,0.00009363178,0.0009454957,0.000002931969,0.0003290547,0.00002671269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001623112,"about_ca_system_score_gemma":0.00003807891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001163037,"about_ca_topic_score_gemma":0.00001867763,"domain_scores_codex":[0.9988747,0.00006450598,0.0003757071,0.0001154925,0.0003874666,0.0001821543],"domain_scores_gemma":[0.9989743,0.0004950142,0.0001785552,0.00009816173,0.0001128962,0.0001410244],"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":[0.001098496,0.0002967227,0.003307074,0.0004056686,0.0002182065,0.00009393379,0.02133622,0.000008493523,0.004996032,0.0002570935,0.5704301,0.397552],"study_design_scores_gemma":[0.00196256,0.002286683,0.004405056,0.003664703,0.0008746968,0.002593618,0.04390983,0.0002392969,0.00192872,0.002928296,0.9350038,0.0002027177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2980851,0.1233619,0.001554849,0.4199085,0.1546554,0.0004315045,0.000002358245,0.00008143831,0.001918925],"genre_scores_gemma":[0.9868103,0.0003287254,0.0004610317,0.001746517,0.008873207,0.000002593764,0.000008223957,0.0000372977,0.001732133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6887252,"threshold_uncertainty_score":0.3223937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807827855373875,"score_gpt":0.3563223901681091,"score_spread":0.3282441116143704,"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."}}