{"id":"W4323789546","doi":"10.33137/ic.v30i.39470","title":"Broken Strings","year":2022,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; 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":[0.0001947978,0.0001256143,0.0001220161,0.0002814443,0.0003734284,0.00004701478,0.0004201361,0.00002178435,0.009833235],"category_scores_gemma":[0.00003783025,0.000166668,0.00006659453,0.0006521823,0.00004480445,0.0001099392,0.00009279728,0.0002143035,0.003282492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568523,"about_ca_system_score_gemma":0.0004437498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1283508,"about_ca_topic_score_gemma":0.1421774,"domain_scores_codex":[0.9985971,0.00005920902,0.000147514,0.0002845181,0.0003776799,0.0005339265],"domain_scores_gemma":[0.999029,0.00001796127,0.00005441753,0.0004015272,0.00002354328,0.0004735571],"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":[0.00001168142,0.00002561411,0.005841199,0.00000556522,0.00005249647,0.0004933411,0.0005708092,0.0001896288,0.0009451559,0.009804837,0.9787269,0.003332795],"study_design_scores_gemma":[0.0002450786,0.00004285257,0.007085637,0.000001764507,0.00001250757,0.00005266315,0.00042293,0.0001177075,0.0000994239,0.0003335632,0.9913498,0.0002360328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6745045,0.0006994367,0.000008297779,0.003642165,0.001159766,0.0005697208,0.003929672,0.0004912414,0.3149952],"genre_scores_gemma":[0.9804832,2.486102e-7,0.00007959645,0.001235894,0.00008810315,0.0000582043,0.00008019141,0.00009065576,0.01788391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3059787,"threshold_uncertainty_score":0.9974936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00860466316229159,"score_gpt":0.1923481797205548,"score_spread":0.1837435165582633,"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."}}