{"id":"W4288562842","doi":"","title":"Could GaAs Know What Bacterium Has Bitten It / Czy GaAs Moze Wiedziec Jaka Bakteria Go Gryzie?","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Biofield Effects and Biophysics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002772425,0.0007015096,0.00100017,0.0002190628,0.0002987047,0.001252913,0.001156801,0.0009446069,0.0007926085],"category_scores_gemma":[0.000564483,0.000646214,0.0005141485,0.0003793665,0.0004337349,0.0003474141,0.001689522,0.001523017,0.0005551652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002040685,"about_ca_system_score_gemma":0.0005860456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087215,"about_ca_topic_score_gemma":0.0004940488,"domain_scores_codex":[0.9944702,0.002125986,0.0007849874,0.001259814,0.0006862156,0.0006728302],"domain_scores_gemma":[0.9923281,0.0008736353,0.0006412637,0.003787066,0.00196857,0.0004013477],"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":[0.0009396013,0.007860634,0.02290295,0.01040422,0.002577422,0.0002667349,0.03466368,0.00008249895,0.2727701,0.02333685,0.1805918,0.4436035],"study_design_scores_gemma":[0.004390231,0.00001741776,0.03882831,0.02413473,0.0008863896,0.0001409464,0.0006925128,0.01353446,0.2208491,0.001719832,0.6921793,0.00262681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5741524,0.00802541,0.01921667,0.2347508,0.006217043,0.004870454,0.00032993,0.001072384,0.151365],"genre_scores_gemma":[0.9290397,0.0058032,0.009073435,0.002354588,0.0003141322,0.0001254118,0.002279559,0.0001573577,0.05085265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5115875,"threshold_uncertainty_score":0.9997839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028902642634182,"score_gpt":0.2437193502426686,"score_spread":0.2234303238163267,"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."}}