{"id":"W2021286121","doi":"10.5770/cgj.v14i4.25","title":"Your Fireplace Reading…","year":2011,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Reading (process); Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002624592,0.0001394364,0.0002506036,0.0002709536,0.001863758,0.0000147259,0.0002815673,0.0005569159,0.004190352],"category_scores_gemma":[0.0008877643,0.0001237057,0.00009700766,0.0004054568,0.00003631357,0.0001452236,0.00002110852,0.002846477,0.0007664127],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009698544,"about_ca_system_score_gemma":0.009337531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07543023,"about_ca_topic_score_gemma":0.04215131,"domain_scores_codex":[0.9974368,0.000449791,0.0005959212,0.0001792996,0.0002347158,0.001103461],"domain_scores_gemma":[0.9965789,0.0001750857,0.0002568856,0.0002707782,0.000303717,0.002414666],"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":[0.00002141821,0.00001796416,0.1060083,0.00008991832,0.00003798436,0.000414419,0.07708871,4.090159e-7,0.000009900255,0.002079787,0.8068574,0.007373816],"study_design_scores_gemma":[0.0008143882,0.0001014048,0.06237262,0.00008032932,0.00003761638,0.00014382,0.01645839,0.00002330469,0.000002778202,0.001099407,0.9186496,0.0002163695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5345812,0.001046182,0.0005259254,0.005614082,0.009185483,0.000636652,0.00004832924,0.00009149616,0.4482706],"genre_scores_gemma":[0.9363691,0.001372932,0.003967478,0.03568126,0.006650839,0.0000233141,0.00001078189,0.00008582345,0.01583847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4324321,"threshold_uncertainty_score":0.999454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09866704337266444,"score_gpt":0.373851743125196,"score_spread":0.2751846997525316,"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."}}