{"id":"W4252471043","doi":"10.15273/dmj.vol33no1.4134","title":"Information","year":2005,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001655663,0.0001100578,0.0001399289,0.0001988835,0.0001815076,0.0001375532,0.0003808122,0.000126482,0.01040721],"category_scores_gemma":[0.001266513,0.00008444841,0.00008155695,0.0002186557,0.00009740354,0.001335171,0.00006275991,0.0008345578,0.02848306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273386,"about_ca_system_score_gemma":0.0003322388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003804376,"about_ca_topic_score_gemma":0.00001245312,"domain_scores_codex":[0.9971138,0.00008465891,0.0005268368,0.00005147979,0.001843143,0.0003800889],"domain_scores_gemma":[0.9987047,0.00005291298,0.0001833434,0.0001341588,0.0001391332,0.0007857394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004541525,0.00009119944,0.0009496673,0.000004574889,0.00003131382,0.000065334,0.001531065,0.00008222083,0.0001104458,0.0006638735,0.2804217,0.7160031],"study_design_scores_gemma":[0.001149817,0.00003716668,0.004522399,0.00003668787,0.00001313659,0.003537509,0.0001285928,0.002822473,0.0001321392,0.0001956139,0.9872983,0.0001262199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7922234,0.0004095293,0.02921424,0.03273899,0.001994218,0.0002354938,0.00003557832,0.0006869975,0.1424615],"genre_scores_gemma":[0.9867336,0.00008082652,0.002448235,0.006899776,0.003551695,0.000003158196,0.00001918595,0.00003473879,0.0002288343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7158769,"threshold_uncertainty_score":0.9904974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00905770641255785,"score_gpt":0.2627739617453312,"score_spread":0.2537162553327734,"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."}}