{"id":"W4392117992","doi":"10.15173/m.v1i1.583","title":"Med @ Mac","year":2012,"lang":"no","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003528012,0.001088287,0.0007373717,0.002229716,0.002652676,0.003199415,0.001081979,0.001444018,0.9145725],"category_scores_gemma":[0.002961361,0.0005277716,0.0005487195,0.0008680939,0.0007236128,0.001751277,0.00320113,0.001472681,0.8223803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009789029,"about_ca_system_score_gemma":0.001471064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003625173,"about_ca_topic_score_gemma":0.008976554,"domain_scores_codex":[0.9996623,0.00005288477,0.00001217072,0.00006968803,0.0001152132,0.0000877612],"domain_scores_gemma":[0.9988262,0.0001533513,0.00007070522,0.0001992734,0.0002746246,0.0004758211],"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":[0.00007404898,0.00004473472,0.0003562614,0.00009320866,0.00000479095,0.00008247504,0.00007027793,0.00001619801,0.0002134329,0.004064255,0.887834,0.1071463],"study_design_scores_gemma":[0.00001063492,0.00001445228,0.0004824566,0.00006832987,0.000003659236,0.0001484763,0.00005192064,0.00002699424,0.0001260217,0.0008237845,0.9982383,0.000005055697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005993227,0.0004969189,0.0001968691,0.001770182,0.0009214148,0.00004203723,0.0009573105,0.001866456,0.9931495],"genre_scores_gemma":[0.002183709,0.000181991,0.0001518185,0.0006762965,0.0002064731,0.00002403261,0.0003458,0.00031009,0.9959198],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08542752,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03806782474245662,"score_gpt":0.3126814818654368,"score_spread":0.2746136571229802,"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."}}