{"id":"W4323788404","doi":"10.33137/ic.v22i.39931","title":"garbiccio for oll sisons / Esuli","year":2022,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","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":[],"category_scores_codex":[0.00007594922,0.0001955971,0.0002112982,0.00002648678,0.00062515,0.00003470095,0.0003535358,0.00006044845,0.004829549],"category_scores_gemma":[0.00009082707,0.0002424504,0.000170534,0.0001245684,0.00005954993,0.00003551906,0.0000986814,0.0002033734,0.0000111973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004732038,"about_ca_system_score_gemma":0.0002126742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383265,"about_ca_topic_score_gemma":0.001912338,"domain_scores_codex":[0.9987209,0.000005723181,0.0002127461,0.0003839939,0.000190878,0.0004856949],"domain_scores_gemma":[0.9991198,0.00008012318,0.00007532596,0.0004157716,0.00004066902,0.000268285],"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":[0.0001017125,0.000126536,0.002292604,0.0005180623,0.0003787653,0.0002021049,0.001002751,0.00009494667,0.07720219,0.0008452456,0.9135954,0.003639688],"study_design_scores_gemma":[0.0005390439,0.00001676388,0.00004326221,0.00001042518,0.00004413201,0.00004246573,0.002090647,0.00009237626,0.0483452,0.0003314906,0.9480832,0.0003609913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4620818,0.001946346,0.00002213849,0.006477675,0.0005426624,0.000243518,0.007638608,0.000238484,0.5208088],"genre_scores_gemma":[0.9150296,0.00000363792,0.00008977758,0.0004289046,0.0002877768,0.0002865272,0.0002888095,0.00003115139,0.08355377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4529479,"threshold_uncertainty_score":0.9960802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473208275943715,"score_gpt":0.2178699161426381,"score_spread":0.203137833383201,"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."}}